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Emotional Intelligent AI Labor for corporate data governance of artificial neurons

Emotional intelligence 

Emotion AI, explained

Emotional labor

Emotional contagion

Connectomics

Concept creep

Ego depletion

The Effects of Ego Depletion and Emotional Intelligence on Risk-Taking
Travis Bishop

A polymath (Greek: πολυμαθής, polymathēs, "having learned much"; Latin: homo universalis, "universal human")[1] is an individual whose knowledge spans a substantial number of subjects, known to draw on complex bodies of knowledge to solve specific problems.

Evolution of PolyBot:A Modular Reconfigurable Robot
David G. Duff, Mark Yim and Kimon Roufas
3333 Coyote Hill Rd, Palo Alto, CA 94304

Garuda and Nagas

According to Hindu and Buddhist stories, the giant, birdlike Garuda spends eternity killing snakelike Nagas.

The Icons of the Flag of Mexico has a Mexican Golden Eagle devouring a rattlesnake of which is symbolically similar to birdlike Garuda killing snakelike Naga.

Neuroanthropology

Honoring

Friday
,
September 16

Animation Christmas Tradition/Pinata/Effigy – American

Effigy

What is Anthropology?

Anthropology is the scientific study of humanity, concerned with human behavior, human biology, cultures, societies, and linguistics, in both the present and past, including past human species.


Spiritual intelligence is a term used by some philosophers, psychologists, and developmental theorists to indicate spiritual parallels with IQ (Intelligence Quotient) and EQ (Emotional Quotient).

A medicine man or medicine woman is a traditional healer and spiritual leader who serves a community of Indigenous people of the Americas. Individual cultures have their own names, in their respective Indigenous languages, for the spiritual healers and ceremonial leaders in their particular cultures

Primitive polynomial (field theory)

 

Primitive Types

Primitive

Oracle Java

Primitive Data Types

Java Data Types 

JACK Intelligent Agents 

Integer data type (Visual Basic)

Integer (computer science)

Real-valued function

Real Valued and Vector Valued Functions of
Several Variables 

Boolean data type

PHP supports ten primitive types 

Marshalling (computer science)

The Rise in Artificial Intelligence Makes Emotional Intelligence More Important

CIP-Tool (Communicating Interacting Processes)

How Not to Impose Your Values on Clients

Marshallian demand function

Theocracy

Technocracy

Establishment Clause (Separation of Church and State)

Separation of concerns

In computer science, separation of concerns is a design principle for separating a computer program into distinct sections. Each section addresses a separate concern, a set of information that affects the code of a computer program. A concern can be as general as "the details of the hardware for an application", or as specific as "the name of which class to instantiate". A program that embodies SoC well is called a modular[1] program. Modularity, and hence separation of concerns, is achieved by encapsulating information inside a section of code that has a well-defined interface. Encapsulation is a means of information hiding.[2] Layered designs in information systems are another embodiment of separation of concerns (e.g., presentation layer, business logic layer, data access layer, persistence layer). 
An arithmetic series is the indicated sum of the terms of an arithmetic sequence.

Category: Sequences and series

Sequence database

Category theory

Parallelization (mathematics)

Parallel computing

Word order

Sequences

Python Sequences

Lists and Sequences

Word list

Word embedding

Embeddings: Obtaining Embeddings

Embeddings

Embeddings is the engine that delivers semantic search. Data is transformed into embeddings vectors where similar concepts will produce similar vectors. Indexes both large and small are built with these vectors. The indexes are used to find results that have the same meaning, not necessarily the same keywords. 
 
On my honor, I will never Betray my integrity, my character Or the public trust. I will always have the courage to hold myself and others accountable for our actions. I will always maintain the highest ethical standards and uphold the values of my community, and the agency I serve.

Government agency

THE TEXAS CONSTITUTION


ARTICLE 16. GENERAL PROVISIONS

The Oath of Office may be administered to you by a person authorized under the provisions of Chapter 602 of the Texas Government Code. Authorized persons commonly used to administer oaths include notaries public and judges
 
Attorneys general are the top legal officers of their state or territory. They advise and represent their legislature and state agencies and act as the “People’s Lawyer” for the citizens. Most are elected, though a few are appointed by the governor.

Form 2204 1Form 2204 - Oath of Office
(General Information)

The attached form is designed to meet minimal constitutional filing requirements pursuant to the relevant provisions.

This form and the information provided are not substitutes for the advice and services of an attorney.

TEXAS ETHICS COMMISSION PDF Version

CHAPTERS 36 & 39, PENAL CODE

Bribery and Corrupt Influence
Abuse of Office

Effective September 1, 2019


International Journal of Applied Management and Technology

Hackers hijack Fast Company, send obscene push alert through Apple News

The Ethics of Social Progress
Author(s):
Franklin H. Giddings
Source:

International Journal of Ethics
, Jan., 1893, Vol. 3, No. 2 (Jan., 1893), pp. 137-
164

Published by:
The University of Chicago Press

NLP Sequencing 

Neural network

How deep learning can represent War and Peace as a vector

We present a “derivation” of the fixed positional encoding that powers Transformers, helping you get a full intuitive understanding.

embedding of topological spaces

Topological link prediction

How Positional Embeddings work in Self-Attention (code in Pytorch)

Position-independent code 

A Seq2Seq model is a model that takes a sequence of items (words, letters, time series, etc) and outputs another sequence of items. In the case of Neural Machine Translation, the input is a series of words, and the output is the translated series of words.

fastText

fastText is a library for learning of word embeddings and text classification created by Facebook's AI Research lab. The model allows one to create an unsupervised learning or supervised learning algorithm for obtaining vector representations for words. Facebook makes available pretrained models for 294 languages.

Levenshtein distance

Damerau–Levenshtein distance

Minimum Distance Between Words of a String

SOAP vs REST 101: Understand The Differences 

Troubleshoot the multivariate API

Anomaly Detector API Documentation 

anomaly-detection 

CADENCE: Conditional anomaly detection for events Using noise-contrastive estimation

Deploy models for inference and prediction with Databricks

Midstream

Oil and Gas Industry Modeling

AM/FM/GIS

Inference Pipeline with Scikit-learn and Linear Learner 

Deploy batch inference pipelines with Azure Machine Learning

An Intuitive Understanding of Word Embeddings: From Count Vectors to Word2Vec

Bag-of-words model

A Gentle Introduction to the Bag-of-Words Model

How text pre-processing (tokenization, sequencing, padding) in TensorFlow2 works. 

word2vec

How to implement a Word2vec model with Python and NumPy

Node

Edge

IndraOntology

What is a "hetnet"?

A network (also known as a graph) is a conceptual representation of a group of things — called nodes — and the relationships between them — called edges

Topology optimization


Understand d-separation

d-separation

Mean absolute error

Normalization

ROC space

Cross-validation (statistics)

Desired properties

Table of confusion

Chi-squared test

Pearson's chi-squared test

Save and Load Machine Learning Models in Python with scikit-learn

Python specific serialization

Saving a machine learning Model

Serialization with pickle and json

Data Science - Python: Fuel Efficiency Prediction

Message Pack

It's like JSON.but fast and small.

MessagePack is an efficient binary serialization format. It lets you exchange data among multiple languages like JSON. But it's faster and smaller. Small integers are encoded into a single byte, and typical short strings require only one extra byte in addition to the strings themselves.

GaussianCopula Model

Flask-SQLAlchemy 2.5.1

Flask REST API Tutorial

A Comprehensive Guide for building Web APIs with Flask

Pandas

IO tools (text, CSV, HDF5, …)

Package overview

pandas is a Python package providing fast, flexible, and expressive data structures designed to make working with “relational” or “labeled” data both easy and intuitive. It aims to be the fundamental high-level building block for doing practical, real-world data analysis in Python. Additionally, it has the broader goal of becoming the most powerful and flexible open source data analysis/manipulation tool available in any language. It is already well on its way toward this goal.

Joblib: running Python functions as pipeline jobs

Introduction

Joblib is a set of tools to provide lightweight pipelining in Python.

Future/Prediction Methods

Solving Equations

Declarators and variable declarations

10 Best API Testing Tools in 2022 (SOAP and REST API Testing Tools)

Source-code editor

Tempest Coding Guide

Postman (software)

Postman is an API platform for building and using APIs. Postman simplifies each step of the API lifecycle and streamlines collaboration so you can create better APIs—faster.

Getting Started with EDA tools - Numpy and Pandas

Step-by-step tutorial from scratch in 50 lines of code

EDA(Exploratory Data Analysis) Practice on Adult Income Dataset.

NumPy: the absolute basics for beginners

SciPy

Indexing

C Programming/Arrays and strings

numpy.linspace() in Python

Indexing routines

numpy.linspace

linspace

Array Indexing

Basic Slicing and Advanced Indexing in NumPy Python

tf.linspace

dask.array.linspace

torch.linspace

Array

Data Indexing and Selection

How to use the loc and iloc methods in Python

Indexing and selecting data

Pandas   Indexing and Selecting Data

DataTables, Indexes, Pandas, and Seaborn

How to Convert Index to Column in Pandas Dataframe?

Pandas Series

Slicing, Indexing, Manipulating and Cleaning Pandas Dataframe

How to access a slice of a dataframe in Pandas.

data.frame: Data Frames

Select Data From Pandas Dataframes

Exploring, Cleaning, Wrangling datasets in 4 lines of codes

My Secret Sauce to winning ML Hackathons: EDA & Feature Engineering

Adobe

Exploring web-based data for predictive models using the exploratory data analysis (EDA) notebook

Data Wrangling
with pandas Cheat
Sheet

MultiIndex / advanced indexing

Multi dimensional (axial) slicing in Python

Slice (or Select) Data From Numpy Arrays

Indexing on ndarrays

The ultimate numpy array indexing and slicing guide

Function itertools_num::linspace

numpy.reshape

numpy.reshape() in Python

Shaping and reshaping NumPy and pandas objects to avoid errors

NumPy reshape(): How to Reshape NumPy Arrays in Python

MX NET

NDArray - Imperative tensor operations on CPU/GPU

torch.reshape

How to reshape Pandas Series?

tf.reshape

Query Processing on Tensor Computation Runtimes

imgaug.random

numpy.random.power() in Python

cupy.random.Generator

SciPy   Random Generator

NumPy   Random Generator

numpy.random.power

numpy.random.Generator.power

Numba  Supported NumPy features

numpy.random.random

numpy.random.choice() in Python

numpy.random.choice

numpy.random.Generator.random

numpy.random.choice

jax.numpy.choose

jax.random package

Deterministic Randomness

Seaborn   Visualizing distributions of data

How to Plot a Normal Distribution in Seaborn (With Examples)

Overview of seaborn plotting functions

A practical guide with many example plots

Mathematical functions

pandas.DataFrame.dot

Aggregations: Min, Max, and Everything In Between

pandas.DataFrame.describe

Python | Pandas dataframe.round()

pandas.DataFrame.round

numpy.floor

numpy.floor() in Python

Read Excel with Python Pandas 

pandas.read_excel

Learn How to Use Excel to Automate Excel Reporting

Pandas: Create a Dataframe from Lists (5 Ways!)

Ways to apply an if condition in Pandas DataFrame

How do I select a subset of a DataFrame?

Selecting rows in pandas DataFrame based on conditions

A learner’s reference for different ways of creating a DataFrame with Pandas

Link prediction

Transformer (machine learning model)

What Is a Transformer Model?

A transformer model is a neural network that learns context and thus meaning by tracking relationships in sequential data like the words in this sentence.

Why positional embeddings are implemented as just simple embeddings?

Self-Attention and Positional Encoding 

How to Use Word Embedding Layers for Deep Learning with Keras

Uniform Resource Identifier

A Uniform Resource Identifier (URI) is a unique sequence of characters that identifies a logical or physical resource used by web technologies. URIs may be used to identify anything, including real-world objects, such as people and places, concepts, or information resources such as web pages and books. Some URIs provide a means of locating and retrieving information resources on a network (either on the Internet or on another private network, such as a computer filesystem or an Intranet); these are Uniform Resource Locators (URLs). A URL provides the location of the resource. A URI identifies the resource by name at the specified location or URL. Other URIs provide only a unique name, without a means of locating or retrieving the resource or information about it, these are Uniform Resource Names (URNs). The web technologies that use URIs are not limited to web browsers. URIs are used to identify anything described using the Resource Description Framework (RDF), for example, concepts that are part of an ontology defined using the Web Ontology Language (OWL), and people who are described using the Friend of a Friend vocabulary would each have an individual URI.

See also

Event Viewer

Multilayer perceptron

A multilayer perceptron (MLP) is a fully connected class of feedforward artificial neural network ANN). The term MLP is used ambiguously, sometimes loosely to mean any feedforward ANN, sometimes strictly to refer to networks composed of multiple layers of perceptrons (with threshold activation); see § Terminology. Multilayer perceptrons are sometimes colloquially referred to as "vanilla" neural networks, especially when they have a single hidden layer.[1]

An MLP consists of at least three layers of nodes: an input layer, a hidden layer and an output layer. Except for the input nodes, each node is a neuron that uses a nonlinear activation function. MLP utilizes a supervised learning technique called backpropagation for training.[2][3] Its multiple layers and non-linear activation distinguish MLP from a linear perceptron. It can distinguish data that is not linearly separable.[4]

Artificial neuron

An artificial neuron is a mathematical function conceived as a model of biological neurons, a neural network. Artificial neurons are elementary units in an artificial neural network.[1] The artificial neuron receives one or more inputs (representing excitatory postsynaptic potentials and inhibitory postsynaptic potentials at neural dendrites) and sums them to produce an output (or activation, representing a neuron's action potential which is transmitted along its axon). Usually each input is separately weighted, and the sum is passed through a non-linear function known as an activation function or transfer function[clarification needed]. The transfer functions usually have a sigmoid shape, but they may also take the form of other non-linear functions, piecewise linear functions, or step functions. They are also often monotonically increasing, continuous, differentiable and bounded. Non-monotonic, unbounded and oscillating activation functions with multiple zeros that outperform sigmoidal and ReLU like activation functions on many tasks have also been recently explored. The thresholding function has inspired building logic gates referred to as threshold logic; applicable to building logic circuits resembling brain processing. For example, new devices such as memristors have been extensively used to develop such logic in recent times.[2]

Logic gate

A novel method for using GANs and artificial data in classification tasks

Generative model

A walkthrough on how GAN models work with examples in Python.

Generative Adversarial Network(GAN) using Keras

Deep Convolutional Generative Adversarial Network

How to chose the thresholds and why they matter

7 Types of Classification Algorithms

A novel method for using GANs and artificial data in classification tasks

Understanding object detection algorithms

A Jump-Start GAN Tutorial

PyTorch Implementation of DCGAN trained on the CelebA dataset.

Hopfield network

A Hopfield network (or Ising model of a neural network or Ising–Lenz–Little model) is a form of recurrent artificial neural network and a type of spin glass system popularised by John Hopfield in 1982[1] as described earlier by Little in 1974[2] based on Ernst Ising's work with Wilhelm Lenz on the Ising model.[3] Hopfield networks serve as content-addressable ("associative") memory systems with binary threshold nodes, or with continuous variables.[4] Hopfield networks also provide a model for understanding human memory.[5][6]

See also

Helmholtz machine

Generative adversarial network

A generative adversarial network (GAN) is a class of machine learning frameworks designed by Ian Goodfellow and his colleagues in June 2014.[1] Two neural networks contest with each other in a game (in the form of a zero-sum game, where one agent's gain is another agent's loss).

Given a training set, this technique learns to generate new data with the same statistics as the training set. For example, a GAN trained on photographs can generate new photographs that look at least superficially authentic to human observers, having many realistic characteristics. Though originally proposed as a form of generative model for unsupervised learning, GANs have also proved useful for semi-supervised learning,[2] fully supervised learning,[3] and reinforcement learning.[4]

The core idea of a GAN is based on the "indirect" training through the discriminator, another neural network that can tell how "realistic" the input seems, which itself is also being updated dynamically.[5] This means that the generator is not trained to minimize the distance to a specific image, but rather to fool the discriminator. This enables the model to learn in an unsupervised manner.

GANs are similar to mimicry in evolutionary biology, with an evolutionary arms race between both networks.

F-test

Classical decomposition

Mathematics

Physics

System Log (Syslog)

View the security event log

BigQuery audit logs overview

Sap, slang a gullible or foolish person

Difference between SAP and SAS

8 Differences Between SAS and Python

sass. verb a rude or disrespectful reply

Data Serialization

Introducing PyScript 

A First Look at PyScript: Python in the Web Browser

Frequently asked questions

Pyscript: A Browser-Based Python Framework for the 99%

Pyscript leverages Web Assembly to offer non-traditional programmers a browser-based framework for running Python.

A sneak peek at how to run Python from HTML code

PyScript: Interfacing with WASM

WebAssembly WASM 

An introduction to PyScript and exploring how it works with an example.

Unpatched 15-year old Python bug allows code execution in 350k projects

Azure Python Script task

/ brython  

Introduction to Brython

Brython

A Python 3 implementation for client-side web programming

Rust/Pyo3 Support in Pyodide

pyo3   

The PyO3 user guide

Agnostic (data)

Matthew 6:5

Behavior informatics

Behavior under polynomial operations

Applied behavior analysis

Intelligence quotient

Serialization

Jackson water crisis: A legacy of environmental racism?

Factitious disorder

When someone’s imposing something upon you, they’re trying to remove your choice (and overstepping your boundaries)

Folie à deux

Structure and agency

Structure is the recurrent patterned arrangements which influence or limit the choices and opportunities available. Agency is the capacity of individuals to act independently and to make their own free choices.

Exploitation of labour (also known as labor) is a concept defined as, in its broadest sense, one agent taking unfair advantage of another agent

All mighty methods that can be used with any model

An overview of interpretation methods: permutation feature importance, partial dependence plots, LIME, SHAP and more.

Serialization

The process whereby an object or data structure is translated into a format suitable for transfer over a network, or storage (e.g. in an array buffer or file format).

Serialization (C#)

Serialization and Deserialization in Java with Example

Definition

database-agnostic

Microaggression

Micro-inequity

Public Utility Commission of Texas

Water Utility Information

Find a Water Utility


Competency-Based, Asynchronous, and Personalized

Strategic Communications Framework
for Statistical Institutions

Collective effervescence

Collective effervescence (CE) is a sociological concept coined by Émile Durkheim. According to Durkheim, a community or society may at times come together and simultaneously communicate the same thought and participate in the same action. Such an event then causes collective effervescence which excites individuals and serves to unify the group.[1]

Collective action


Austin City Council policy calls for publicly-accessible and child-friendly parks and greenspace to be provided within ¼ mile and 1/2 mile walking distance of all residents inside and outside of the urban core respectively.

Operational efficiency

Augmentative and alternative communication

The Water Protection forms, applications and reports below are arranged by the various water protection program topics.

City of Novato COMMUNICATIONS & COMMUNITY ENGAGEMENT  PLAN

Competency-based learning

Agricultural Strategies

1962: United Farm Workers Union

A Method to Incorporate Community Needs and Priorities into Decision-Making

Austin Water, Special Services Division
3907 South Industrial Dr, Suite 100
Austin, TX 78744

Test and Maintenance Reports can be entered online in the WEIRS Database or a hard copy can be mailed to the address above (email is not an acceptable submittal method

Community Planning toolkit

USDA Agricultural Agenda

U.S. AGRICULTURE INNOVATION STRATEGY:
A DIRECTIONAL VISION FOR RESEARCH
 

U.S. Environmental Protection Agency
Office of Science Advisor, Policy and Engagement

Office of Research and Development

Designing a communications framework for community engagement

WaterSMART Water and Energy Efficiency Grants

TWDB - Human Resources
1700 North Congress, Suite #670
P.O. Box 13231
Austin, Texas 78711-3231
(512) 475-2142
For submission to: Estuarine, Coastal and Shelf Sciences (ECSS)1
2
Impacts of coastal reclamation on wetlands: loss, resilience, and3
sustainable management

Interior Department Announces $420 Million in Rural Water Funding from President Biden’s Bipartisan Infrastructure Law

The Department of the Interior manages public lands and minerals, national parks, and wildlife refuges and upholds Federal trust responsibilities to Indian tribes and Native Alaskans.

The Legacy of Agricultural Reclamation on Channel and Pool Networks of Bay of Fundy Salt Marshes
Graham K. Macdonald, Paula E. Noel, Danika Van Proosdij and Gail L. Chmura
Estuaries and Coasts

Land reclamation


United States Bureau of ReclamationDepartment of the Interior
R-DO
- Reclamation Denver and Washington Offices

PROJECTS & FACILITIES

TRANS- TEXAS WATER PROGRAM
SOUTHEAST
AREA
Technical Memorandum 1998

India's rice ban, explained

The nation is responsible for approximately 40 percent of global rice shipments. So what happens now?

Golden rice

Sender Policy Framework

Sender Policy Framework (SPF) is an email authentication method designed to detect forging sender addresses during the delivery of the email.[1] SPF alone, though, is limited to detecting a forged sender claim in the envelope of the email, which is used when the mail gets bounced.[1] Only in combination with DMARC can it be used to detect the forging of the visible sender in emails (email spoofing[2]), a technique often used in phishing and email spam.

SPF allows the receiving mail server to check during mail delivery that a mail claiming to come from a specific domain is submitted by an IP address authorized by that domain's administrators.[3] The list of authorized sending hosts and IP addresses for a domain is published in the DNS records for that domain.

Sender Policy Framework is defined in RFC 7208 dated April 2014 as a "proposed standard".[4]

Revitalization-Ready Guide: Chapter 2: Community Needs and Concerns

Equitable Development in Action
What Makes Community-

Driven Revitalization

Models Work?

Texas
Compare/Contrast
Georgia

Central Texas Groundwater Conservation District

Meeting, Permit & Other Public Notices

Permit Limits-Permitting to Meet a Total Maximum Daily Load (TMDL)

Project Genesis 1.0: Prototype digital platforms for green bond tokenisation

Mobilising the
debt capital markets for
a low-carbon transition
US Treasury Guide to Cashing Savings Bonds
What are Debt Capital Markets? Debt capital markets (DCM), also known as fixed-income markets, are a low-risk, capital market where investors are lenders to a company in exchange for debt securities. These markets are also used by companies to finance themselves through debt, which helps diversify their funding

Core Events

Behavior tree (artificial intelligence, robotics and control)

A prototype can also mean a typical example of something such as in the use of the derivation 'prototypical'.[5] This is a useful term in identifying objects, behaviours and concepts which are considered the accepted norm and is analogous with terms such as stereotypes and archetypes:

Object (computer science)

Methods and Behavior

The behavior of an object is defined by its methods, which are the functions and subroutines defined within the object class. Without class methods, a class would simply be a structure.

Structure and agency

Structure is the recurrent patterned arrangements which influence or limit the choices and opportunities available. Agency is the capacity of individuals to act independently and to make their own free choices.

Methods determine what type of functionality a class has, how it modifies its data, and its overall behavior. Methods go beyond what properties do for an object, in that they aren't bound by a rigid implementation guideline and aren't tied to a member data item. They can be subroutines or functions and declared as public, protected, or private.

Behavior Analysis of NLI Models:Uncovering the Influence of Three Factors on Robustness
V. Ivan Sanchez Carmona and Jeff Mitchell and Sebastian Riedel
University College London
Department of Computer Science

BusinessObjects

SAP SQL API Logic, Quantum Logic Gate Event Driven Architecture, Hirsch Conjecture NSF Project Pitched

Hooks (Closure based event listeners)

Integrate seamlessly with leading database services.

Relational database management system developed by Microsoft

Compilers

Connect to SAP systems from Azure Logic Apps

SOFTWARE ENGINEERING INSTITUTE | CARNEGIE MELLON UNIVERSITY
ARTIFICIAL INTELLIGENCE (AI) AND MACHINE LEARNING (ML) ACQUISITION AND POLICY IMPLICATIONS
 
WebAssembly (abbreviated Wasm) is a binary instruction format for a stack-based virtual machine.

WebAssembly

DoD ESI Overview & History

September 23, 2016

Updated 02/02/21

DoD ESI is an official DoD initiative sponsored by the DoD Chief Information Officer (CIO) to lead in the establishment and management of enterprise COTS IT agreements, assets, and policies. DoD ESI lowers the total cost of ownership across the DoD, Coast Guard and Intelligence Communities for commercial software, IT hardware, and services.

Training Videos

DoD ESI offers a large selection of brief training videos on COTS software acquisition. They are meant to supplement or refresh, but not replace, the formal classroom training.

Microsoft

What is workload management?

Azure

Get started with U-SQL in Azure Data Lake Analytics

In quantum computing and specifically the quantum circuit model of computation, a quantum logic gate (or simply quantum gate) is a basic quantum circuit operating on a small number of qubits. They are the building blocks of quantum circuits, like classical logic gates are for conventional digital circuits.

Unlike many classical logic gates, quantum logic gates are reversible. It is possible to perform classical computing using only reversible gates. For example, the reversible Toffoli gate can implement all Boolean functions, often at the cost of having to use ancilla bits. The Toffoli gate has a direct quantum equivalent, showing that quantum circuits can perform all operations performed by classical circuits. 

Quantum machine learning concepts

Set (mathematics)

Field (mathematics)

 Advances in Quantum Deep Learning: An Overview

quantum-compiler

What are quantum-resistant algorithms—and why do we need them?

SfePy: Simple Finite Elements in Python

quantum/quantum_common.py 

Quantum Simulator

C23 Programming For Everyone

The compiler of a quantum computer

Verifying a Quantum Compiler

Quantum Compiling

Machine Learning Gets a Quantum Speedup

Two teams have shown how quantum approaches can solve problems faster than classical computers, bringing physics and computer science closer together.

Hands-On Quantum Machine Learning with Python

QDNN: deep neural networks with quantum layers 

Training and Workforce Development Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR)

According to a 2021 Gartner forecast, by 2025, 70% of new applications developed by enterprises will be based on low-code or no-code tools, compared to less than 25% in 2020. A lot of this work will be done by 'citizen developers' — employees who build business apps for themselves and other users using low code tools, but who don't have formal training in computer programming. In order to build a proficient citizen developer workforce, companies will need an equally innovative approach to training.

"Low code and no code tools are democratizing software development and providing opportunities for more people to build technology, prompting more innovation across industries," says Prashanth Chandrasekar, CEO of Stack Overflow....

The rise of low-code and no-code will also help to further democratize tech jobs, creating more opportunities for talented individuals from non-tech or non-academic backgrounds. A 2022 survey by developer recruitment platforms CoderPad and CodinGame found that 81% of tech recruiters now readily hire from 'no-degree' candidate profiles.

Gartner hype cycle

SR 11-7:

Guidance on Model Risk Management

What Is Model Risk?

Getting Started with Gym

Gym is a toolkit for developing and comparing reinforcement learning algorithms. It makes no assumptions about the structure of your agent, and is compatible with any numerical computation library, such as TensorFlow or Theano.

Compatibility with openAI gym

Q-learning

The Need for Model Risk Management

Intelligent agent

Office Hours

and why you should care... 

Start with PyScript first if you are more of a Pythonic developer. Try Pyodide if you want to “Add some Python” to your JavaScript.

Cpython to Step Over Javascript in Developing Web Applications

Promise Methods

In programming, Promise means that a program calls a function in the anticipation that it will do some useful thing and return the result which calling program can use. The result or promise is the outcome of calling the function which can be a success or a failure, and the data associated with it.

Quantum Javascript

Q is a quantum circuit simulator, drag-and-drop circuit editor, and powerful JavaScript library that runs right here in your web browser

Q.JS

NPM

q

Your Guide to the CPython Source Code

CodeMirror

CodeMirror is a JavaScript component that provides a code editor in the browser. It has a rich programming API and a focus on extensibility.  

Build Python code editor using CodeMirror and pyodide

The PyScript Project Develops a Platform for Executing Python Scripts in a Web Browser

Quantum Computing Playground is a browser-based WebGL Chrome Experiment.

CAT and FOX workflows

Jobs API 2.0

PyScript is a framework that allows users to create rich Python applications in the browser using HTML's interface and the power of Pyodide, WASM, and modern web technologies. The PyScript framework provides users at every experience level with access to an expressive, easy-to-learn programming language with countless applications.
 
 
SAP Ariba
 
This section describes the event interfaces provided in SQLAlchemy Core. For an introduction to the event listening API, see Events. ORM events are described in ORM Events 

Spark SQL

Runtime SQL Configuration

Class Node

Lawbot

Parquet (legal)

Parquet Courts - Wide Awake (Official Video)

PushDownPredicate — Predicate Pushdown / Filter Pushdown Logical Optimization

Optimizing Spark queries with filter pushdown

A guideline of six recommendations that are quickly actionable for optimizing your Spark job 

How to Use PyScript – A Python Frontend Framework

Pyodide

Pyodide is a Python distribution for the browser and Node.js based on WebAssembly.
 
Replit (/ˈrɛplɪt/), formerly Repl.it, is a San Francisco-based start-up and an online IDE (integrated development environment)

Pyodide: a Python distribution for
the browser

Where is the Arduino IDE log file located? Not the Serial Monitor

ARM Dev

UVISION: How to generate a Build Log file

JET Brains

Locating IDE log files

How to: View, save, and configure build log files

About log files in Configuration Manager

pickletools — Tools for pickle developers

Debt collection software takes the place of collection agencies in managing payments from customers on past-due invoices. More than simply accounts receivable software, it can actually send payment reminders, offer payment terms to customers, and reduce the number of overdue invoices you have.

Line of Credit (LOC) Definition, Types, and Examples

/ building-machine-learning-pipelines

Fraud Detection in Python; Predict Fraudulent Credit Card Transactions

Microservice Architecture, Database per Microservice, Event Sourcing, CQRS, Saga, BFF, API Gateway, Strangler, Circuit Breaker, Externalize Configuration, Consumer-Driven Contract Testing

Scientists Find a Simple Way to Produce Hydrogen From Water at Room Temperature

Decades in the Making – New Catalyst Could Make Hydrogen Fuel Cells Affordable

Researchers Just Wirelessly Transmitted Power Over 98 Feet of Thin Air

MIT team produces practical guidelines for generating hydrogen using scrap aluminum.
By David Vincent Bell Hirsch

Spintronic Magnonic, SU(N) Quantum Refrigeration Research:

Two Time Crystals Have Been Successfully Linked Together For The First Time

(cogs of cognition turning)

Nanogenerator

A Nanogenerator is a type of technology that converts mechanical/thermal energy as produced by small-scale physical change into electricity. A Nanogenerator has three typical approaches: piezoelectric, triboelectric, and pyroelectric nanogenerators. Both the piezoelectric and triboelectric nanogenerators can convert mechanical energy into electricity. However, pyroelectric nanogenerators can be used to harvest thermal energy from a time-dependent temperature fluctuation.

The Nano Energy journal describes Nanogenerators (NGs) as a field using "displacement current as the driving force for effectively converting mechanical energy into electric power/signal

Car tyres produce vastly more particle pollution than exhausts, tests show

Pyroelectricity can be described as the ability of certain materials to generate a temporary voltage when they are heated or cooled. The change in temperature modifies the positions of the atoms slightly within the crystal structure, such that the polarization of the material changes.

Toxic particles from tyre wear almost 2,000 times worse than from exhausts as weight of cars increases

Rubber Tire Manufacturing: National Emission Standards for Hazardous Air Pollutants (NESHAP)

"DONT TREAD ON ME"

The triboelectric effect (also known as triboelectric charging) is a type of contact electrification on which certain materials become electrically charged after they are separated from a different material with which they were in contact.
Biopolymer composites

In a biopolymer composite, mostly the biopolymer matrix governs the structure, environmental tolerance, and durability, and the reinforcement fiber determines the stiffness and strength of the composite. Value-added novel applications of biopolymer composites ensure potential growth in international markets.

Tire material research
Concrete roadway pavement research:
Fiber research in concrete construction is an ongoing field and the use of carbon nanofibers (CNF) is examined. Fibers improve brittle materials such as concrete by enhancing tensile strength, ductility, toughness, and conductivity.
Purdue University

Biopolymer Composites: Synthesis, Properties, and Applications


ORNL

Transformer Execution Order

2DPA-1 is cheap to manufacture in large quantities.

Hard headed

machine learning

In New Math Proofs, Artificial Intelligence Plays to Win

A new computer program fashioned after artificial intelligence systems like AlphaGo has solved several open problems in combinatorics and graph theory
Quantized Columns

The Subtle Art of the Mathematical Conjecture

It’s an educated guess, not a proof. But a good conjecture will guide math forward, pointing the way into the mathematical unknown.

New autonomous discovery platform built in the Center for Nanoscale Materials.

The purpose of Polybot is to drive scientific discovery with little to no human intervention by bringing together the power of robotics with high-performance computing and artificial intelligence, including machine learning.

PolyBot: a modular reconfigurable robot

PolyBot and PolyKineticTM System: A Modular Robotic Platform for Education

The University of Texas at Austin
School of Architecture Undergraduate Program
310 Inner Campus Drive B7500
Austin, TX 78712-1009

Registration for the 2023 IAH Competition will open in fall 2022.

The following information is provided as an introduction to the process through which HUD homes can be purchased and resold

Pool Model Parameters

Materials management

Housing Discrimination

How tiny living spaces affect our wellbeing – individually and societally

Spatial inequality

What Is the Real Estate Settlement Procedures Act (RESPA)?

An FHA 203(k) loan is used to assist home buyers that are purchasing a home that is in need of significant repairs or modifications. An FHA 203(b) loan, on the other hand, is primarily used for move-in ready homes. A home would need at least $5,000 in essential repairs to qualify for an FHA 203(k) loan
 
FHA | TITLE II PROGRAMS 203(b) Mortgage Insurance Program
Affordable low down payment lending traditionally for first-time
homebuyers and underserved communities

Appendix A to Part 1024 — Instructions for Completing HUD-1 and HUD-1a Settlement Statements; Sample HUD-1 and HUD-1a Statements


Affordable Communities of Texas (ACT)

The Affordable Communities of Texas (ACT) program is a statewide land banking and land trust initiative which assists local nonprofit and governmental entities with the acquisition and redevelopment of distressed properties.

Find information on key laws and resources for Texans with disabilities looking for accessible housing

Federally Subsidized Housing


Quantum machine learning

Robotics in Healthcare

The Healthcare Robotics Lab at UC San Diego is led by Dr. Laurel Riek, and focuses on designing new technologies that can support people with disabilities and their families in the community. We also engage in efforts to support the clinical workforce in acute care settings.
I know what your thinking

What is a Mind Reading Device?

Quantum Machine Learning

Quantum computers are becoming available, which begs the question: what are we going to use them for?

Health Care Robotics: Qualitative Exploration of Key Challenges and Future Directions

Proton-exchange membrane fuel cell

 

 

The Green and Blue Ammonia Value Chain

Who is the patron saint of sewers?
 

Electrofuel

Sustainable Ammonia Production Processes

Bragg Mirrors

consider:

Industrial ammonia production emits more CO2 than any other chemical-making reaction. Chemists want to change that

Scientists around the world are working to reduce how much greenhouse gas the ammonia-making process emits

Haber-Bosch was the first industrial chemical process to use high pressure for a chemical reaction. It directly combines nitrogen from the air with hydrogen under extremely high pressures and moderately high temperatures.

Strange Topological Physics Could Help Enable 6G Tech

Topological chips can enable on-chip data rates of 160 gigabits per second

Ammonia as a Renewable Energy Transportation Media

APD officers slam city, department management in workforce survey

Robocop fleet vehicle project narratives for our government to keep Austin weird.

Researchers achieve breakthrough in production of ammonia without CO2 emissions

library hackathon

Benjamin Franklin's quotes: “By failing to plan, you are preparing to fail”. It is also similar to what Winston Churchill said: “He who fails to plan is planning to fail”.

Middleware is a layer of software that enables interaction and transmission of information between assorted applications and services.

Six Rules of Thumb for Scaling Software Architectures

Scalable Elastic Systems Architecture
Technical Report BUCS-TR-2012-008
Jonathan Appavoo and Dan Schatzberg, Boston University

Scalability and Elasticity in Cloud Computing

Guide to Elasticsearch in Java

AWS

addTags

How to create a shared learning culture

Austin Public Library
Gluons, Quantum Computing and

Elastic IP, Static IP, Public IP. What’s the Difference?

Secure Shell SSH

PuTTY — Configuration and Tutorial

PuTTY is an easy-to-use telnet and SSH program for Windows developed by Simon Tatham. CUIT recommends PuTTY for connecting to the UNIX servers and other telnet/SSH hosts over the internet.

Launch your instance

SOFTWARE ENGINEERING INSTITUTE | CARNEGIE MELLON UNIVERSITY
ARTIFICIAL INTELLIGENCE (AI) AND MACHINE LEARNING (ML) ACQUISITION AND POLICY IMPLICATIONS

Jetstream2 is a user-friendly cloud computing environment for researchers and educators running on OpenStack and featuring Exosphere as the primary user interface. 
  aws/amazon.com/free

Interpreting f-statistics in linear regression: Formula, Examples

Expert Insights
Exploring quantum computing use cases for healthcare
Accelerate diagnoses,
personalize medicine,
and optimize pricing
LEAP, the Low Emissions Analysis Platform, is a widely-used software tool for energy policy analysis and climate change mitigation assessment developed at the Stockholm Environment Institute.

Quantum computing in a nutshell

An intuitive guide filled with code and colorful diagrams…

What they are, how to use them, and how they really work.

Quantum Chemistry

Quantum chemistry is most simply done with single-particle orbitals·ψα,σ which are obtained from selfconsistent single-particle equations.

Chemical dynamics


Qibo (Chinese: 岐伯; pinyin: Qíbó) was a mythological Chinese doctor, employed by the Yellow Emperor (Huangdi) as his minister. It is said that he was enlightened with the knowledge of traditional Chinese medicine by an ethereal being from the heavens.

What is Qibo?

Qibo is an open-source full stack API for quantum simulation and quantum hardware control.

Light-harvesting complex

Photosensitizer

A Quantum Heat Exchanger for Nanotechnology

Article

Plasmonic metamaterial

Plasmonic metamaterials provide additional possibilities for utilizing nonlinear effects for all-optical switching, namely controlled interaction between the components (“atoms”) forming the metamaterial.

Quantum programming

Open-Source Quantum Software Projects

Solving the Traveling Salesman Problem on the D-Wave Quantum Computer

List of quantum processors

Circuit-based quantum processors

QuCAT

QuCAT stands for Quantum Circuit Analyzer Tool. This open source python library provides standard analysis tools for superconducting electronic circuits, built around Josephson junctions.

Now, wait a minute...

Quantum tunnelling

What is Azure Quantum?

Azure Quantum

Noisy intermediate-scale quantum era

Environmental Resource Management, B.S.

Robotics for the Increasingly Automated Agriculture Industry

Mobility & Logistics

 

Summary

The Mobility and Logistics subcommittee facilitates connections between industry professionals and the Robotics & Automation Society. It covers fields ranging from autonomous vehicles to technologies that address the supply chain issues facing the world.

Robotic Material Handling Market Set for Explosive Growth

LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language, Vision, and Action
Dhruv Shahβ , Bła ̇zej Osi ́nskiβω , Brian Ichterγ , Sergey Levineβγ

Electronic navigation are forms of navigation that ships, land vehicles, and people can use, which rely on technology powered by electricity.

Methods of electronic navigation include:

Location awareness

Concepts

What is OpenTelemetry, what does it provide and what does it support?
Protocol Buffers (Protobuf) is a free and open-source cross-platform data format used to serialize structured data. It is useful in developing programs to communicate with each other over a network or for storing data. The method involves an interface description language that describes the structure of some data and a program that generates source code from that description for generating or parsing a stream of bytes that represents the structured data.

Nav2

Creating a ROS Package

/ moveit2

Vehicular automation

MoveIt 2 Source Build - Linux

MoveIt 2 Tutorials

Using MoveIt2 on a Industrial Open-Source Application

roscpp

RoboStack

Maintaining cross-platform ROS packages for conda and mamba

ROS Groovy Galapagos

Package groovy.time

Apache Groovy

Groovy Tutorial

Class TimeCategory

CMake 

Indexing, Slicing and Subsetting DataFrames in Python

CNCF

Graduated and Incubating Projects

BigQuery Connector for SAP: Power your cloud data analytics strategy

Introduction to SQL in BigQuery

PostgreSQL Global Development Group

Fully managed relational database service for MySQL, PostgreSQL, and SQL Server with rich extension collections, configuration flags, and developer ecosystems.

CLI and resource protection

Google Cloud launches Vertex AI, a new managed machine learning platform

What are the Components of DBMS?

Constraint programming

Introduction to ConstraintProgramming
Combinatorial Problem Solving (CPS)

OpenAPI Specification

Swagger Specification
Swagger is a suite of tools for API developers from SmartBear Software and a former specification upon which the OpenAPI Specification is based.

API Development for Everyone

Code Clones: Detection and Management
Neha Sainia,*, Sukhdip Singhb, Sumanc

File path formats on Windows systems

Key Performance Parameters

Critical path method

The critical path method (CPM), or critical path analysis (CPA), is an algorithm for scheduling a set of project activities.[1] It is commonly used in conjunction with the program evaluation and review technique (PERT). A critical path is determined by identifying the longest stretch of dependent activities and measuring the time[2] required to complete them from start to finish.

In this month's SBIR project narrative blog, I mention self driving cars and use of Lidar technology with ML AI driving operators.

H-infinity loop-shaping

Performance indicator

KPI

Representational state transfer (REST)

Architectural properties

REST has been employed throughout the software industry and is widely accepted as a set of guidelines for creating stateless, reliable web APIs.

GRANDstack

GraphQL, React, Apollo, Neo4j Database

A Graph-Based Meta-Data Model for DevOps in Simulation...

 
-Driven Development and Generation of DCP Configurations
Stefan H. Reiterer1 Clemens Schiffer

A deep dive into Data Scientist and MLOps differences and similarities.

Garuda and Nagas

According to Hindu and Buddhist stories, the giant, birdlike Garuda spends eternity killing snakelike Nagas.

The Icons of the Flag of Mexico has a Mexican Golden Eagle devouring a rattlesnake of which is symbolically similar to birdlike Garuda killing snakelike Naga.

Neuroanthropology

Honoring

Friday
,
September 16
Mexican Independence Day 2022

Animation Christmas Tradition/Pinata/Effigy – American

Effigy

What is Anthropology?

Anthropology is the scientific study of humanity, concerned with human behavior, human biology, cultures, societies, and linguistics, in both the present and past, including past human species.


Spiritual intelligence is a term used by some philosophers, psychologists, and developmental theorists to indicate spiritual parallels with IQ (Intelligence Quotient) and EQ (Emotional Quotient).

A medicine man or medicine woman is a traditional healer and spiritual leader who serves a community of Indigenous people of the Americas. Individual cultures have their own names, in their respective Indigenous languages, for the spiritual healers and ceremonial leaders in their particular cultures 
Bhāva (Sanskrit: bhāva, 'state, condition') is a term in Jyotisha denoting a fixed zodiacal division of the sky from the perspective of an observer. It corresponds to the concept of "house" in Western astrology.[1] A natal chart is called bhāvachakra (Sanskrit: chakra, 'wheel'.) 
 
Kolam is a medium-size rice grain range. It is most trendy in the Gujarat region of India where it is used as daily rice. It is a milder flavour and smell than traditional Basmati Rice. Kolam rice grains are tiny, spongy and effortlessly eatable. Imparts a this similar floral fragrance when cooked.
 
Kolams or muggulu are thought to bring prosperity to homes. In millions of households in Tamil Nadu, Telangana and Andhra Pradesh, women draw kolams in front of their home entrance every day at the break of dawn. Traditionally kolams are drawn on the flat surface of the ground with white rice flour.
பூஜை அறை கோலங்கள்/POOJA ROOM RANGOLI/Muggulu designs for pooja room/Rangoli collection easy & simple
 

Kuberakolam

The Guardians of the Directions (Sanskrit: दिक्पाल, Dikpāla) are the deities who rule the specific directions of space according to Hinduism, Jainism and Vajrayāna Buddhism—especially Kālacakra. As a group of eight deities, they are called Aṣṭa-Dikpāla (अष्ट-दिक्पाल), literally meaning guardians of eight directions.

Dakshinamurthy 

Bhairavībhāva (भैरवीभाव) refers to “the the liberated condition of Bhairavī” and represents one of the sixteen phases leading to the perception of any object (meya), according to Abhinavagupta’s Mālinīvijayavārtika:—[...] The sixteen phases [i.e., (the liberated) condition of Bhairavī (the power of consciousness) (bhairavībhāva) ...] leading to the perception of any object, if correctly and fully experienced, culminate in the liberated condition of the sixteenth phase, which is equated with the sixteenth energy of the Moon. [...] To the degree in which objectivity (meyamaya) is made manifest in this way, sixteen-fold, that is said to be the Moon of consciousness (vijñāna) considered to be the basic state (sthiti) of the sixteen energies. 

The Cry of Dolores[n 1] (Spanish: Grito de Dolores) occurred in Dolores, Mexico, on 16 September 1810, when Roman Catholic priest Miguel Hidalgo y Costilla rang his church bell and gave the call to arms that triggered the Mexican War of Independence. The Cry of Dolores is most commonly known by the locals as "El Grito de Independencia" (The Independence Cry).

The War for Mexico’s Water

Struggling with aging infrastructure, strapped resources, and poor access, privatization is being pitched as the cure to Mexico's water woes. But will it leave people high and dry?

Humpty Dumpty is a character in an English nursery rhyme, probably originally a riddle and one of the best known in the English-speaking world. He is typically portrayed as an anthropomorphic egg, though he is not explicitly described as such.

nest egg
/ˈnest ˌeɡ/
noun
noun: nest egg; plural noun: nest eggs
  1. 1.
    a sum of money saved for the future.
    "I worked hard to build up a nice little nest egg"
    synonyms:savings, life savings, money put by/saved for a rainy day, cache, funds, reserve
  2. 2.
    a real or artificial egg left in a nest to induce hens to lay eggs there.
A Fabergé egg is a jewelled egg created by the House of Fabergé, in St. Petersburg, Imperial Russia.
Wašícu is the Lakota and Dakota word for people of European descent. It expresses the indigenous population's perception of the non-natives' relationship with the land and the indigenous population. Typically it refers to white people but does not specifically mention skin color or race,

Witiko (also spelled Uitiko or Windigo.) An evil man-eating spirit. Witikos play the roles of monsters and bogeymen in some Montagnais and Naskapi legends; in others, Innu people who commit sins (especially selfishness, gluttony, or cannibalism) are turned into a Witiko as punishment. It is pronounced wee-tee-koh.

wasicu

  1. white person, Caucasian, white people
  2. a non-Indian
  3. a native person who has lost their culture and thus become "not native".
  4. greedy person, dishonorable person

The world egg, cosmic egg or mundane egg is a mythological motif found in the cosmogonies of many cultures that descend from the proto-Indo-European culture and other cultures and civilizations

Snakes and ladders

guinea, noun (British)
the sum of £1.05 (21 shillings in predecimal currency), now used mainly for determining professional fees and auction prices.
(British) a former British gold coin that was first minted in 1663 from gold imported from West Africa, with a value that was later fixed at 21 shillings. It was replaced by the sovereign from 1817.
 
Space Mappings of Wood Combustion Emissions

By David Vincent Bell Hirsch

Division of Materials Research: Topical Materials Research Programs
(DMR:TMRP)

PROGRAM SOLICITATION

NSF 22-609



2DPA-1 is a 2D polymer that self-assembles into sheets and could be used as a lightweight, durable coating for car parts or cell phones, or as a building material for bridges or other structures


Steelmaking

Carbon dioxide emissions

As of 2021, steelmaking is estimated to be responsible for around 11% of the global emissions of carbon dioxide and around 7% of the global greenhouse gas emissions.[13][14] Making 1 ton of steel produces about 1.8 tons of carbon dioxide. The bulk of these emissions results from the industrial process in which coal is used as the source of carbon that removes oxygen from iron ore in the following chemical reaction, which occurs in a blast furnace:[15]

The manufacture of cement produces about 0.9 pounds of CO2 for every pound of cement. Since cement is only a fraction of the constituents in concrete, manufacturing a cubic yard of concrete (about 3900 lbs) is responsible for emitting about 400 lbs of CO2.

Negativland - Don't Don't Get Freaked Out

THE LONG-TERM STRATEGY OF THE UNITED STATES
Pathways to Net-Zero Greenhouse Gas Emissions by 2050

Learn more about these positions and additional opportunities on our Careers Page. 

Reactive multi-layer foil

Reactive bonding


Green Business Model Innovation
Conceptualization report
ASSESSMENT OF AGRICULTURAL PLASTICS AND THEIR SUSTAINABILITY

Nanocrystal

New nanocomposite coating materials that could make windows better insulators

Researchers develop new technique to keep drinking water safe using machine learning

A Framework for Strengthening Municipal Market Green Bond Labeling

Strengthening green bond labeling to include a ranking that accounts for the expected environmental and social performance of financed activities will help to increase capital flows to high-quality sustainability and environmental justice projects by eliminating greenwashing.

Consider
Federal Energy Management Program

Greenhouse Gas Permitting

Science Based Targets Criteria and Recommendations TWG-INF-002 | Version 5.0 | October 2021
SBTi Criteria and Recommendations
INTEREST RATES AND BOND VALUATION
The World Bank
THE LONG-TERM STRATEGYOF THE UNITED STATES
Pathways to Net-Zero Greenhouse Gas Emissions by 2050

Air Quality Research and Contract Reports: Emissions Inventory (biogenic, non/off-road mobile, area, and point sources)

Reports related to inventories of air-pollutant emissions from biogenic, non/off-road mobile, area, and point sources written by contractors for the Texas Commission on Environmental Quality.

Sources of Air Emissions

Air emissions are emitted from point sources (large stationary such as fossil fuel fired power plants, smelters, industrial boilers, petroleum refineries, and manufacturing facilities) and non-point (area, on-road mobile, non-road mobile, and biogenic) sources. The Texas Commission on Environmental Quality (TCEQ) maintains an estimate of these emission.

The next chapter for the ESG bond market

Health and Human Services (HHS) System
Procurement and Contract Management Handbook

Prepared for the U.S. Department of Energy
Federal Energy Management Program

Prospect theory

Stakeholder theory

8 Top AI APIs Platforms to Build Super-Intelligent Apps

Bits per Character

OpenAI API 

Document AI

GPT-3

What does GPT-3 “know” about me? 

Large language models are trained on troves of personal data hoovered from the internet. So I wanted to know: What does it have on me?

OpenAI’s new language generator GPT-3 is shockingly good—and completely mindless

The AI is the largest language model ever created and can generate amazing human-like text on demand but won't bring us closer to true intelligence.

Build next-gen apps with
OpenAI’s powerful models

Welcome to Py4J

Running Python in the Browser with WebAssembly

Quickstart: Create a function in Azure with Python using Visual Studio Code

Remote Python Interpreter

wasm3

Pandas Cheat Sheet — Python for Data Science

Cheat Sheet: The pandas DataFrame Object

Python Data Science Handbook 

Python Data Viz Cookbook

Quantum machine learning

Robotics in Healthcare

The Healthcare Robotics Lab at UC San Diego is led by Dr. Laurel Riek, and focuses on designing new technologies that can support people with disabilities and their families in the community. We also engage in efforts to support the clinical workforce in acute care settings.
I know what your thinking
Expert Insights
Exploring quantum computing use cases for healthcare
Accelerate diagnoses,
personalize medicine,
and optimize pricing
LEAP, the Low Emissions Analysis Platform, is a widely-used software tool for energy policy analysis and climate change mitigation assessment developed at the Stockholm Environment Institute. 

Quantum Chemistry

Quantum chemistry is most simply done with single-particle orbitals·ψα,σ which are obtained from selfconsistent single-particle equations.

Chemical dynamics


Qibo (Chinese: 岐伯; pinyin: Qíbó) was a mythological Chinese doctor, employed by the Yellow Emperor (Huangdi) as his minister. It is said that he was enlightened with the knowledge of traditional Chinese medicine by an ethereal being from the heavens.

What is Qibo?

Qibo is an open-source full stack API for quantum simulation and quantum hardware control.

Light-harvesting complex

Photosensitizer

A Quantum Heat Exchanger for Nanotechnology

Article

Plasmonic metamaterial

Plasmonic metamaterials provide additional possibilities for utilizing nonlinear effects for all-optical switching, namely controlled interaction between the components (“atoms”) forming the metamaterial.

Quantum programming

Open-Source Quantum Software Projects

Solving the Traveling Salesman Problem on the D-Wave Quantum Computer

List of quantum processors

Circuit-based quantum processors

QuCAT

QuCAT stands for Quantum Circuit Analyzer Tool. This open source python library provides standard analysis tools for superconducting electronic circuits, built around Josephson junctions.

Now, wait a minute...

Quantum tunnelling

What is Azure Quantum?

Azure Quantum

Noisy intermediate-scale quantum era

PyScript Configuration

Python Sandbox Escape & Pyscript

PyDesyn

PyDesyn is a fork of PyScript which allows users to create and style HTML components without knowing HTML or CSS.

Kubernetes Cluster Architecture

Template based provisioning with Cisco Prime Infrastructure Part 2 

Java virtual machine

Bytecode verifier

Common Language Runtime CLR

Common Language Runtime (CLR) overview

Common Language Runtime (CLR) in C# 

Windows Subsystem for Linux

Install Ubuntu on WSL2 on Windows 10

Bun is a fast all-in-one JavaScript runtime

Bundle, transpile, install and run JavaScript & TypeScript projects — all in Bun. Bun is a new JavaScript runtime with a native bundler, transpiler, task runner and npm client built-in.

ReactDOMServer

Day and night, and across seasons, the instrument generates breathable oxygen from the Red Planet’s thin atmosphere.

Top 10 Machine Learning Libraries for Python 2022

Deep Learning in Data Science

Big data vs. machine learning: How they differ and relate

ML | Types of Learning – Supervised Learning

Types of Machine Learning Algorithms You Should Know

Expert system

In artificial intelligence, an expert system is a computer system emulating the decision-making ability of a human expert.[1] Expert systems are designed to solve complex problems by reasoning through bodies of knowledge, represented mainly as if–then rules rather than through conventional procedural code.[2] The first expert systems were created in the 1970s and then proliferated in the 1980s.[3] Expert systems were among the first truly successful forms of artificial intelligence (AI) software.[4][5][6][7][8] An expert system is divided into two subsystems: the inference engine and the knowledge base. The knowledge base represents facts and rules. The inference engine applies the rules to the known facts to deduce new facts. Inference engines can also include explanation and debugging abilities.

Restricted Boltzmann machine

Relation to other models

Restricted Boltzmann Machine (RBM) with Practical Implementation

Deep Learning — Deep Belief Network (DBN)

Deep belief network

Training

An Overview of Deep Belief Network (DBN) in Deep Learning

What Are RBMs, Deep Belief Networks and Why Are They Important to Deep Learning?

Weight Initialization for Deep Learning Neural Networks

Activation functions and weight initialization in deep learning

Weight Initialization and Activation Functions in Deep Learning

ML

Concepts

Fundamentals of Deep Learning – Activation Functions and When to Use Them?

Tensor Processing Unit TPU

Using TPUs to train your model

Harnessing the Power of Dedicated DNN Training Chips

Adaptive Controller

An Overview of the End-to-End Machine Learning Workflow 

ML implementations tend to get complicated quickly. This article will explain how ML system can be split into as few services as possible.

Development Server

Transfer learning

A Gentle Introduction to Transfer Learning for Deep Learning

Understand the Softmax Function in Minutes

Autoencoder

Variations

See also

Foundational

Applications

Auto-Encoder: What Is It? And What Is It Used For? (Part 1)

Implementing an Autoencoder in PyTorch

A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective

Survey on Data Collection for Machine Learning

A Big Data - AI Integration Perspective

There are many ways to save a trained model. But which format is the fastest to load?

How can I load external files in Pyodide?

Parallel vs serial

Serializing parallel programs by removing redundant computation

Toolz              Parallelism

 Toolz provides a set of utility functions for iterators, functions, and dictionaries.

PyScripter

PyScripter is a free and open-source Python integrated development environment (IDE) for Windows. It is built with Delphi's Object Pascal and Python.

Cross Industry

SAP

Consumer Products

SAS Partners With Microsoft Azure To Bring Its Analytics to the Cloud

SQL Pass-Through Facility Specifics for SAP IQ

SAP Translation Hub

Google Cloud Launches New Solutions to Help Manufacturers Unify Their Data and Address Industry-Specific Use Cases

Document AI

Vertex AI documentation

H2O Document AI

AWS Intelligent Document Processing

How to Manage End-to-end Deep Learning Pipelines with Databricks

An overview of the product functionalities of some of the leading players in this emerging space.

google-cloud-videointelligence 2.8.1

/ java-video-intelligence  

Cloud Video Intelligence API Client Library for .NET 

GraphQL Architecture

OpenStack

Open Stack Networking API v2.0

Python Wheels for the Raspberry Pi

Pyscript: Python Scripting for Home Assistant

This HACS custom integration for Home Assistant allows you to write Python functions and scripts that can implement a wide range of automation, logic and triggers. State variables are bound to Python variables and services are callable as Python functions, so it’s easy and concise to implement logic.
 

Convolution

The Convolution as A Sum of Impulse Responses

Activation functions in Neural Networks

Activation function

Classification of activation functions

Everything you need to know about “Activation Functions” in Deep learning models

Activation Functions

In artificial neural networks, the activation function of a node defines the output of that node given an input or set of inputs. A standard integrated circuit can be seen as a digital network of activation functions that can be "ON" (1) or "OFF" (0), depending on input. This is similar to the linear perceptron in neural networks. However, only nonlinear activation functions allow such networks to compute nontrivial problems using only a small number of nodes, and such activation functions are called nonlinearities

Rāga and mathematics

Vayu

Vayu-Vata

The five kleshas are avidya (ignorance), asmita (over-identifying with your ego), raga (desire, or attachment to pleasure), dvesha (avoidance), and abhinivesha (attachment and fear). Dvesha (repulsion) is the opposite of raga, aversion towards things that produce unpleasant experiences.

Taṇhā

Noble Eightfold Path 

AI, philosophy and religion: what machine learning can tell us about the Bhagavad Gita

The Spiritual Challenge of Artificial Intelligence, Trans-Humanism, and the Post-Human World

Multilayer Perceptron is a Neural Network that learns the relationship between linear and non-linear data

Learning algorithm

Binary classification

Evaluation of binary classifiers

Binary Classification

Effect of Bias in Neural Network

Understand Neural networks’ s weights and bias in the most comprehensive way.

Threshold limit value

Dollar Threshold Amount for Contract Coverage

Program Operations Manual System (POMS)

[GA4] Data thresholds

Why data may be withheld from reports and explorations

Swish function

Hyperbolic functions

Characterizing properties

Multi-label classification

Problem transformation methods

Toxic-comments classification.

Long short-term memory

Training

A Gentle Introduction to Long Short-Term Memory Networks by the Experts

Introduction to Long Short Term Memory (LSTM)

Understanding LSTM Networks

An end-to-end Guide on Converting Text to Speech and Speech to Text

Python: Convert Speech to text and text to Speech

Build a talking ChatBot with Python and have a conversation with your AI

Looker (company)

BigQuery

BigQuery is a fully-managed, serverless data warehouse that enables scalable analysis over petabytes of data. It is a Platform as a Service (PaaS) that supports querying using ANSI SQL. It also has built-in machine learning capabilities. BigQuery was announced in May 2010 and made generally available in November 2011.

DataOps

Statistical process control (SPC)

What are Hyperparameters ? and How to tune the Hyperparameters in a Deep Neural Network?

What exactly are they and how do they interact?

Difference Between Model Parameters VS HyperParameters

MLflow Model Registry

Register and Deploy Models with Model Registry

Introduction to Vertex AI Model Registry

Feature engineering

Feature engineering or feature extraction or feature discovery is the process of using domain knowledge to extract features (characteristics, properties, attributes) from raw data. The motivation is to use these extra features to improve the quality of results from a machine learning process, compared with supplying only the raw data to the machine learning process. 

Neural architecture search

How Do (you do)? 

Industry classification

Connect a Node Application to an RDS Instance and Containerize with Docker

Server Side Google Authentication using FastAPI and ReactJS

Dashboarding tools

Use these packages to improve your data science project

What are Microservices?

Deploy Microservices Using AWS ECS Fargate and API Gateway

Learn Docker by building a Microservice

How to use modular database logic to load data into a database and perform CRUD operations in an App

Deploy a Dockerized Python app to Google Cloud Platform using Cloud Run and a SQL instance.

Amazon RDS

Build Web App instantly for Machine Learning using Streamlit

A faster way to build and share data apps

Streamlit turns data scripts into shareable web apps in minutes.
All in pure Python. No front‑end experience required.

PROGRAMMING

Build MVPs with a few lines of code

Stemming

Streamlit — The fastest way to build data apps in Python 

Good programming language frameworks make it easy to produce quality products faster. Great frameworks even make the whole development experience enjoyable. FastAPI is a new Python web framework that’s powerful and enjoyable to use.

Parsing

Object (computer science)

How to split a Dataset into Train and Test Sets using Python

How To Do Train Test Split Using Sklearn In Python

sklearn.model_selection.train_test_split

Understanding Train Test Split

Train test split is a model validation procedure that reveals how your model performs on new data. Here’s how to apply it.
Intellectual Property and Data Rights Considerations: Contracting with Small Business Owners --Strategic Planning
Vicki E. Allums, Esq., Learning Director

Intellectual Property

Defense Acquisition University (DAU)

Patents, Trademarks, and Copyrights: The Basics

What is a data product?

Understand with examples the similarities and differences between a “data product” and “data as a product”

Should You Become A Full Stack Data Scientist OR A Full Stack Software Engineer

Full Stack Web Developer

How to build strategic moats with data


GSA

Understanding the Differences Between Agile & DevSecOps - from a Business Perspective

The Office of Strategic Coordination

Supply chain woes? Analytics may be the answer

Can you cite examples for experimental design research?

Labor Unions (Quietly) Admit the Jones Act Is Contributing to America’s Supply Chain Problems

Design research

Design research was originally constituted as primarily research into the process of design, developing from work in design methods, but the concept has been expanded to include research embedded within the process of design, including work concerned with the context of designing and research-based design practice. The concept retains a sense of generality, aimed at understanding and improving design processes and practices quite broadly, rather than developing domain-specific knowledge within any professional field of design.

Unions Have Made Supply-Chain Problems Worse

Tuning the performance of polypyrrole-based solvent-resistantcomposite nanofiltration membranes by optimizing polymerizationconditions and incorporating graphene oxide
Lu Shao a,n, Xiquan Cheng a
, Zhenxing Wang a
, Jun Ma a , Zhanhu Guo b
a State Key Laboratory of Urban Water Resource and Environment (SKLUWRE), School of Chemical Engineering and Technology, Harbin Institute
of Technology, Harbin 150001, PR China
b Integrated Composites Laboratory (ICL), Dan F. Smith Department of Chemical Engineering Lamar University, Beaumont, TX 77710, USA

Membranes Separation

Membrane separation process is a process where a membrane is used to separate the components in a solution by rejecting unwanted substances and allowing the others to pass through the membrane.

Carborane

Nanofiltration (NF) is a membrane liquid-separation technology sharing many characteristics with reverse osmosis (RO). Unlike RO, which has high rejection of virtually all dissolved solutes, NF provides high rejection of multivalent ions, such as calcium, and low rejection of monovalent ions, such as chloride.

Synthon

Surfactants are compounds that lower the surface tension (or interfacial tension) between two liquids, between a gas and a liquid, or between a liquid and a solid. Surfactants may act as detergents, wetting agents, emulsifiers, foaming agents, or dispersants.

QM/MM

Abstract

This Final Second Supplemental Environmental Impact Statement (SSEIS) to the Johnston Atoll Chemical Agent Disposal System (JACADS) Environmental Impact Statement (EIS) assesses the effects of receiving, storing, and ultimately destructing the United States stockpile of lethal unitary chemical munitions currently stored in the Federal Republic of Germany (FRG) (European stockpile) at the Army's JACADS facility located on Johnston Atoll in the Pacific Ocean.


META

Mortazavi, S.M.J. (Center for Radiation Research, School of Engineering, Shiraz University, Shiraz (Iran, Islamic Republic of); Rafsanjan University of Medical Sciences, Rafsanjan (Iran, Islamic Republic of). School of Medicine); Mehdizadeh, S.; Zehtabian, M.; Sina, S.; Owji, M.; Derakhshan, S. (Center for Radiation Research, School of Engineering, Shiraz University, Shiraz (Iran, Islamic Republic of))

Bonding with boronLong ago, a global search for borane superfuels led fortuitously to the discovery of carboranes. Ken Wade recalls his own undistinguished part in the space race, and notes how carboranes revitalized boron hydride chemistry and modified our ideas of chemical bonding.

Poseidon wins key seawater desalination permit

A timeline of Ethiopia's Tigray conflict

Arizona farmers to bear brunt of cuts from Colorado River

The ‘bystander effect’ is real – but research shows that when more people witness violence, it’s more likely someone will step up and intervene

Zeolite

California


Republic of Marshall Islands  (continuing with this article below)
 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

DNAFET Emboss wordcount Bioinformatics Howler, LuaJIT Project

By David Vincent Bell Hirsch
Heat transfer physics describes the kinetics of energy storage, transport, and energy transformation by principal energy carriers: phonons (lattice vibration waves), electrons, fluid particles, and photons.
the movement caused within a fluid by the tendency of hotter and therefore less dense material to rise, and colder, denser material to sink under the influence of gravity, which consequently results in transfer of heat.

Thermal conduction

The objects introduced by Schubert are the Schubert cells, which are locally closed sets in a Grassmannian defined by conditions of incidence of a linear subspace in projective space with a given flag. For details see Schubert variety.

Spinel group

Decompositions related to solving systems of linear equations

In conduction and convection, heat is transferred by movement of electrons, vibrational energy, and collisions of molecules and atoms, not by photons. In heat transfer by radiation, photons do carry the energy
Geothermal heat pipe can be a good alternative to replace ground-loop heat exchanger for heating purpose. The energy saving potential using heat pipe as ground heat exchanger was investigated by comparing the energy consumption and COP of three types ground source heat pump.

Sound waves (in the form of phonons) are heat. Most of the heat capacity of a solid or a liquid comes from phonons. Phonons carry heat and sound through the material. A packet of these waves can travel throughout the crystal with a definite energy and momentum, so in quantum mechanical terms the waves can be treated as a particle, called a phonon.
The heat equation is among the most widely studied topics in pure mathematics!

Heat equation

When the matter is heated does the photon absorbed by electrons of atoms or by atoms themself?

In mathematics and physics, the heat equation is a certain partial differential equation. Solutions of the heat equation are sometimes known as caloric functions. The theory of the heat equation was first developed by Joseph Fourier in 1822 for the purpose of modeling how a quantity such as heat diffuses through a given region.

As the prototypical parabolic partial differential equation, the heat equation is among the most widely studied topics in pure mathematics, and its analysis is regarded as fundamental to the broader field of partial differential equations. The heat equation can also be considered on Riemannian manifolds, leading to many geometric applications. Following work of Subbaramiah Minakshisundaram and Åke Pleijel, the heat equation is closely related with spectral geometry. A seminal nonlinear variant of the heat equation was introduced to differential geometry by James Eells and Joseph Sampson in 1964, inspiring the introduction of the Ricci flow by Richard Hamilton in 1982 and culminating in the proof of the Poincaré conjecture by Grigori Perelman in 2003. Certain solutions of the heat equation known as heat kernels provide subtle information about the region on which they are defined, as exemplified through their application to the Atiyah–Singer index theorem.[1]

The heat equation, along with variants thereof, is also important in many fields of science and applied mathematics. In probability theory, the heat equation is connected with the study of random walks and Brownian motion via the Fokker–Planck equation. The Black–Scholes equation of financial mathematics is a small variant of the heat equation, and the Schrödinger equation of quantum mechanics can be regarded as a heat equation in imaginary time. In image analysis, the heat equation is sometimes used to resolve pixelation and to identify edges. Following Robert Richtmyer and John von Neumann's introduction of "artificial viscosity" methods, solutions of heat equations have been useful in the mathematical formulation of hydrodynamical shocks. Solutions of the heat equation have also been given much attention in the numerical analysis literature, beginning in the 1950s with work of Jim Douglas, D.W. Peaceman, and Henry Rachford Jr.

Reciprocal lattice

Heat flux

Quantum heat engines and refrigerators

The quantum refrigerator

Date:
July 29, 2021
Source:
Vienna University of Technology
Summary:
By combining quantum theory and thermodynamics, it is possible to design a new kind of atomic refrigerator, which can cool down extremely cold Bose-Einstein-condensates even further.

Lattice energy and lattice enthalpy

Peltier effect, the cooling of one junction and the heating of the other when electric current is maintained in a circuit of material consisting of two dissimilar conductors; the effect is even stronger in circuits containing dissimilar semiconductors.

Thermoelectric effect

Air conditioning systems are the ones that account for almost 20% of the electricity that is used in Texas.

Quantum engineering

According to the Second Law of Thermodynamics, heat will always flow spontaneously from hot to cold, and never the other way around. A refrigerator causes heat to flow from cold to hot by inputting work, which cools the space inside the refrigerator

Thermoelectric cooling

Innovations in refrigeration may be manufactured for building materials for Net Zero buildings.

A superlattice is a periodic structure of layers of two (or more) materials. Typically, the thickness of one layer is several nanometers. It can also refer to a lower-dimensional structure such as an array of quantum dots or quantum wires.

Houstonians spend 27 percent of family energy budget on air conditioning

Household Energy Use in Texas
A closer look at residential energy consumption

The second laws of quantum thermodynamics
The second law of thermodynamics tells us which state transformations are so statistically unlikely that they are effectively forbidden. Its original formulation, due to Clausius, states that "Heat can never pass from a colder to a warmer body without some other change, connected therewith, occurring at the same time".

applied critical thinking

Heat transfer physics

Half-metal

It is conventional to refer to the majority spin as "spin up" while the minority spin is "spin down."

Because most transport properties depend on the density of states near the Fermi level, the spin asymmetry in the density of states allows ferromagnets to generate, manipulate, and detect spin.
A.J.H. MCGAUGHEY1and M. KAVIANY

Heat moves naturally by any of three means.
The processes are known as conduction, convection and radiation.
Convection Heat travels in the opposite direction as electrons in a random or drunkard walk through a material channel source to the drain.

Matter wave

de Broglie relations

According to wave-particle duality, the De Broglie wavelength is a wavelength manifested in all the objects in quantum mechanics which determines the probability density of finding the object at a given point of the configuration space. The de Broglie wavelength of a particle is inversely proportional to its momentum.

Gym is a standard API for reinforcement learning, and a diverse collection of reference environments

The Gym interface is simple, pythonic, and capable of representing general RL problems:

Behavior Driven Development

behave Documentation
Release 1.2.7.dev2

Python Testing 101: behave

Warning: If you are new to BDD, then I strongly recommend reading the BDD 101 series before trying to use the behave framework.

Oh Behave!

Behavior tree (artificial intelligence, robotics and control)

A prototype can also mean a typical example of something such as in the use of the derivation 'prototypical'.[5] This is a useful term in identifying objects, behaviours and concepts which are considered the accepted norm and is analogous with terms such as stereotypes and archetypes:

Object (computer science)

Methods and Behavior

The behavior of an object is defined by its methods, which are the functions and subroutines defined within the object class. Without class methods, a class would simply be a structure.

Structure and agency

Structure is the recurrent patterned arrangements which influence or limit the choices and opportunities available. Agency is the capacity of individuals to act independently and to make their own free choices.

Methods determine what type of functionality a class has, how it modifies its data, and its overall behavior. Methods go beyond what properties do for an object, in that they aren't bound by a rigid implementation guideline and aren't tied to a member data item. They can be subroutines or functions and declared as public, protected, or private.

THERMOELECTRIC PROPERTIES OF SELENIDE SPINELS
G. Jeffrey Snyder*, T. Caillat, and J. -P. Fleurial
Jet Propulsion Laboratory/California Institute of Technology
4800, Oak Grove Drive, MS 277-207, Pasadena, CA 91109

RPO vs. RTO: Key differences explained with examples, tips

The recovery point objective and recovery time objective enable an organization to know how much data it can lose and how long it can be down, key elements of a backup and DR plan.

Greenhouse effect

Gas fills, as well as other efficient or green window features, such as low-E coatings and Heat Mirror® insulating glass, help plug “thermal holes” in the building envelope.

Disaster recovery

CD/DVD based immunoassay

Immunoassay

Collision-induced absorption and emission

Ultrawhite BaSO4 Paints and Films for Remarkable DaytimeSubambient Radiative Cooling
Xiangyu Li, Joseph Peoples, Peiyan Yao, and Xiulin Ruan*

This Ultra-White Paint May Someday Replace Air Conditioning

Developed by researchers at Purdue University, the paint reflects 98.1 percent of sunlight

Barium sulfate

"What do you do with a sick chemist?" "If you can't curium, and you can't helium, you might as well barium"

PFAS Strict Nuisance Liability, legal strategy to file bankruptcy to avoid a monetary judgement:
There is a complete opposite of Ultra White Barium Sulfate,

Vantablack

claimed to be the "world's darkest material", absorbing up to 99.965% of visible light perpendicular to the material at 663 nm.[5][6]
Beyond Sun Block: Innovative shading solutions not only provide protection but further architectural expression

On east- and west-facing elevations, L-shaped shades protect against low sun angles.

Project

Bullitt Center Thrives (Seattle, USA)

  1. Research and Policy

Potential Impact of SB 478 on Local FAR and Minimum Lot Size Requirements

Supply chain woes? Analytics may be the answer

Can you cite examples for experimental design research?

Labor Unions (Quietly) Admit the Jones Act Is Contributing to America’s Supply Chain Problems

Design research

Design research was originally constituted as primarily research into the process of design, developing from work in design methods, but the concept has been expanded to include research embedded within the process of design, including work concerned with the context of designing and research-based design practice. The concept retains a sense of generality, aimed at understanding and improving design processes and practices quite broadly, rather than developing domain-specific knowledge within any professional field of design.

Selecting a Business Structure

What is business credit, and how can I build it?

OpenAPI Specification

OpenAPI Specification

Swagger Specification
Swagger is a suite of tools for API developers from SmartBear Software and a former specification upon which the OpenAPI Specification is based.

YAML Tutorial

YAML: YAML Ain't Markup Language™

What It Is:
  YAML is a human-friendly data serialization
  language for all programming languages.

Yamal–Europe pipeline

Yamal-Europe eastward gas flows resume as Nord Stream lays idle

Russia blames sanctions for gas pipeline shutdown

YAML: The Missing Battery in Python

SAP API Specifications JSON YAML

SAP Analytical reporting APIs enable you to create a client application that extracts reportable data from reporting facts and dimensions such as you would select in the user interface when creating an analytical report

API

Application programming interface
Type of software
An application programming interface is a way for two or more computer programs to communicate with each other. It is a type of software interface, offering a service to other pieces of software. A document or standard that describes how to build or use such a connection or interface is called an API specification.

Self Driving Arduino Car using L298N Motor Driver - Arduino Project Hub

Arduino is an open-source electronics prototyping platform, designed to make the process of using electronics in multidisciplinary projects more accessible.

Interacting with Arduino

Node Red

Arduino Cloud

PyRFC - The Python RFC Connector

Professor David Culler, my aunt Mary Weilski suggested that you may assist with NSF, SBIR project narratives and I pitched to get a JUMP on ORNL Partnerships Ariba SAP and pitch open source hardware as

Running arduino code on raspberry inside Node-RED

The pyrfc Python package provides Python bindings for SAP NetWeaver RFC Library, for a comfortable way of calling ABAP modules from Python and Python modules from ABAP, via SAP Remote Function Call (RFC) protocol.

Founded in 1972 SAP a German software company, Yah,

/ PyRFC

SAP SE (/ˌɛs.ˈp/; German pronunciation: [ɛsʔaːˈpeː] (listen)) is a German multinational software company based in Walldorf, Baden-Württemberg. It develops enterprise software to manage business operations and customer relations.[2][3] The company is the world's leading enterprise resource planning (ERP) software vendor.[4][5] SAP is the largest non-American software company by revenue, the world's third-largest publicly traded software company by revenue, and the second largest German company by market capitalization.[6]

Lithium shortages: threat or opportunity?

Over the past two years, the price of lithium has risen 13-fold. We explore the causes behind the increase and potential challenges to upscaling.

Urg library for node.js

This is a ported JS library of the original URG library written in C/C++, aiming to read data from Hokuyo URG-Series sensors, which are accurate distance measurement sensors.This port is implemented using nbind.

Currently, the library only implement the basic functions of reading lidar data and is only work on Linux and Mac.

In Rust We Trust: Microsoft Azure CTO shuns C and C++

Mark Russinovich goes hardcore against old languages

AD_Sensors

The URG-04LX-UG01 is a basic economical 2D LiDAR sensor ideal for academic and R&D start-up robotic applications
A Perceptron is a neural network unit that does certain computations to detect features or business intelligence in the input data. It is a function that maps its input “x,” which is multiplied by the learned weight coefficient, and generates an output value ”f(x)

Introduction

The Python connector (a synonym for the pyrfc package) wraps the existing SAP NW RFC Library, often colloquially called SAP C connector or SAP NW RFC SDK.

PyRFC — SAP

Issues

The German economy became more dependent on China in the first half of 2022, with direct investment and its trade deficit reaching new heights, despite political pressure on Berlin to pivot away from Beijing, according to research seen by Reuters.


Ordering Open To: All Federal, All DoD All SAP products on GSA schedule including current Business Objects products

Storing SAP Ariba data in the SAP HANA JSON Document Store

Python

GDAL is a translator library for raster and vector geospatial data formats that is released under an MIT style Open Source License by the Open Source Geospatial Foundation

Vector drivers

GDAL Documentation
Frank Warmerdam, Even Rouault, and others
 
/ gdal 
GDAL is an open source X/MIT licensed translator library for raster and vector geospatial data formats.  

Haptic memory

IAIN DUNNING, JOEY HUCHETTE, MILES LUBIN
Abstract. JuMP is an open-source modeling language that allows users to express a wide
range of optimization problems (linear, mixed-integer, quadratic, conic-quadratic, semidefinite, and
nonlinear) in a high-level, algebraic syntax. JuMP takes advantage of advanced features of the
Julia programming language to offer unique functionality while achieving performance on par with
commercial modeling tools for standard tasks. In this work we will provide benchmarks, present the
novel aspects of the implementation, and discuss how JuMP can be extended to new problem classes
and composed with state-of-the-art tools for visualization and interactivity.

SRC Semiconductor Research Corporation

JUMP Research Announcement

Angular Spin Federal Lab Teaming Pitch

Purdue Technology Center
3000 Kent Ave.
West Lafayette, IN 47906
Phone: 866-693-3687 FAX: 765-775-2501
Email:
Website: http://www.ghbraille.com
Math and science textbooks in braille, tactile graphics, other products and services.

Jump ARCHES is a strategic partnership between the University of Illinois Urbana-Champaign, the University of Illinois College of Medicine Peoria, and OSF HealthCare in Peoria. This research and development program was established in 2014 to improve patient outcomes and reduce health care costs. JUMP, JUMP, JUMP

The expansion of Jump ARCHES to include social and behavioral determinants of health provides exciting opportunities for faculty members in social and behavioral science to contribute to ground-breaking health research.

Might as well JUMP

By David Vincent Bell Hirsch
By David Vincent Bell Hirsch

How to insert the result of a Machine Learning method into SAP with the most used language to develop Machine Learning models?

Tutorial: Set up monitoring for SAP HANA

Copy data from SAP HANA using Azure Data Factory or Synapse Analytics

BigQuery Connector for SAP: Power your cloud data analytics strategy

Introduction to SQL in BigQuery

PostgreSQL Global Development Group

Fully managed relational database service for MySQL, PostgreSQL, and SQL Server with rich extension collections, configuration flags, and developer ecosystems.

CLI and resource protection

Google Cloud launches Vertex AI, a new managed machine learning platform

What are the Components of DBMS?

Constraint programming

Introduction to Constraint Programming
Combinatorial Problem Solving (CPS)

OpenAPI Specification

Swagger Specification
Swagger is a suite of tools for API developers from SmartBear Software and a former specification upon which the OpenAPI Specification is based.

API Development for Everyone

All Alphabet/Google suppliers have the choice to do business with Alphabet/Google using one of two Ariba account types: Standard and Enterprise.

Working with Alphabet/Google

Yes, suppliers can use Ariba Network for free with a standard account. The Ariba Network, standard account allows suppliers to transact an unlimited number of documents such as orders; full and partial order confirmation; ship notices; and service entry sheets.

Free Sourcing Software: SAP Ariba Start Sourcing

Flurry Analytics API Query Builder

and one may utilize Python SQLAlchemy

SQLAlchemy — Python Tutorial

virtualenvwrapper 4.8.4

Virtual environments are key to safely tinkering with different versions of Python and combinations of packages

virtualenvwrapper 5.0.1.dev2

virtualenvwrapper is a set of extensions to Ian Bicking’s virtualenv tool. The extensions include wrappers for creating and deleting virtual environments and otherwise managing your development workflow, making it easier to work on more than one project at a time without introducing conflicts in their dependencies.


a jack of all trades is a master of none, but oftentimes better than a master of one.”
- Robert Greene in his 1592 booklet 'Greene's Groats-Worth of Wit' where he refers to William Shakespeare with this idiom.

NSF

Advanced Search Results

You Searched For:

NSF Organization 

Grant Forms contains copies of the federal forms currently used by awarding agencies to create grant application packages in Grants.gov, forms for post-award reporting, and forms that have been retired from the system. These include both government-wide and agency-specific forms.

The Standard Forms 424 (SF-424) Form Families represent the government-wide standard data sets and forms for grant application packages, which were developed in partnership with federal grant-making agencies and the applicant community. For more details about creating Grants.gov forms, please review the Forms Request page.



EPA Algorithms for our US EPA Output Systems enegineering

2D GJK and EPA algorithms

The GJK (Gilbert-Johnson-Keerthi) algorithm is used to test whether two convex shapes intersect. It is frequently used in physical simulations to test for collisions between objects.

Polymer

Expanding Polytope Algorithm (EPA)

EPA pitch from National Science Foundation program 22-609

EPA (Expanding Polytope Algorithm)

JAVA COLLISION DETECTION AND PHYSICS ENGINE

A 100% Java 2D collision detection and physics engine. Designed to be fast, stable, extensible, and easy to use. dyn4j is free for use in commercial and non-commercial applications

Neo4j is a graph database management system developed by Neo4j, Inc. Described by its developers as an ACID-compliant transactional database with native graph storage and processing,[3] Neo4j is available in a non-open-source "community edition" licensed with a modification of the GNU General Public License, with online backup and high availability extensions licensed under a closed-source commercial license.[4] Neo also licenses Neo4j with these extensions under closed-source commercial terms.[5]

Neo4j is implemented in Java and accessible from software written in other languages using the Cypher query language through a transactional HTTP endpoint, or through the binary "Bolt" protocol.[6][7][8][9]The "4j" in Neo4j is a reference to its being built in Java, however is now largely viewed as an anachronism.[10]

What is a Graph Database?

EPA: Collision response algorithm for 2D/3D

restSQL is an open-source, ultra-lightweight data access layer for HTTP clients. restSQL is a persistence framework or engine in the middle tier of a classic three tier architecture: client, application server and database. It may also be embedded in any middle-tier as a Java library.

JSON

‘The best thing we can do today to JavaScript is to retire it,’ says JSON creator Douglas Crockford

Espresso provides an instant RESTful server for developers
to connect web and mobile applications to external databases.
Espresso JSON API Add-on
SQL is a better API language than GraphQL – Convince me otherwise 

Biochemical Sensor

In such biochemical sensors, the recognition elements respond to the target material that produces a detectable electrical signal, which can be correlated with the analyte concentration and the nature of the biomedical solutions.

Low-temperature mineralization of perfluorocarboxylic acids

Forever chemicals’ Achilles’ heel

neuroscience

How Microbiomes Affect Fear

New studies help to explain how microbes in the gut can shape a host’s fear responses.

“I must not fear. Fear is the mind-killer. Fear is the little-death that brings total obliteration. I will face my fear. I will permit it to pass over me and through me. And when it has gone past I will turn the inner eye to see its path. Where the fear has gone there will be nothing. Only I will remain.”


Frank Herbert, Dune

By Kimberly A. Groshong
Graduate Program in Education Teaching & Learning

The Ohio State University

2018

Steps to Applying for IES Grants

  1. Identify a current funding opportunity that matches your research interests and identify the relevant letter of intent and application deadlines and sign up for IES newsflashes to stay informed.
  2. View a funding opportunities webinar to learn more about the application process and choosing an appropriate funding opportunity and attend our virtual office hour sessions for general, group discussions.
  3. Download the Application Submission Guide, as well as the appropriate Request for Applications and application package (Search for ALN 84.305 or ALN 84.324).
  4. Submit your Letter of Intent (optional but strongly encouraged).
  5. Register (or update) your organization on Grants.gov and SAM.gov. Read the Department's Fact Sheet for information about the Federal government's transition from DUNS Number to Unique Entity Identifier (UEI).
  6. Submit your application to Grants.gov before the application deadline.

Geothermal Water

In addition to geothermal waters, analysis of gases escaping from geothermal areas is useful in understanding subsurface conditions.

Water as Thermal Mass: Liquid Thermal Mass

alternative URL link

https://www.cell.com/iscience/pdf/S2589-0042(22)00996-8.pdf

The plan includes the bold and aggressive goal of equitably reaching net-zero community-wide greenhouse gas emissions by 2040 with a strong emphasis on cutting emissions by 2030. Getting to net-zero means the Austin community would reduce our use of fossil fuels to nearly zero.

Net-zero by 2040, equitably.

In September 2021, City Council adopted the Austin Climate Equity Plan. The plan includes the bold and aggressive goal of equitably reaching net-zero community-wide greenhouse gas emissions by 2040 with a strong emphasis on cutting emissions by 2030. Getting to net-zero means the Austin community would reduce our use of fossil fuels to nearly zero. We set this goal because we believe it is possible and know it is needed to preserve a livable climate.

Electrochemical Ammonia Synthesis with a Nitride Ion Conducting Electrolyte

Ford, VW-backed startup launches product line for commercial robotaxi and autonomous delivery services



Necessity is the mother of invention

Elvira Nabiullina, noted for her symbolic outfits, wore funereal black when announcing the economic response to sanctions

Kardashev scale

Mother Russia (disambiguation)

Personification of Russia

A party platform is a set of principles, goals, and strategies designed to address pressing political issues. Each party's platform is broken down into “planks,” or declarations that speak to each specific issue.

Maslenitsa

Maslenitsa (Belarusian: Масленіца, Russian: Мaсленица, Rusyn: Fašengy, Ukrainian: Масниця; also known as Butter Lady, Butter Week, Crepe week, or Cheesefare Week) is an Eastern Slavic religious and folk holiday, which has retained a number of elements of Slavic mythology in its ritual, celebrated during the last week before Great Lent, that is, the eighth week before Eastern Orthodox Pascha.

The date of Maslenitsa changes every year depending on the date of the celebration of Easter. It corresponds to the Western Christian Carnival, except that Orthodox Lent begins on a Monday instead of a Wednesday, and the Orthodox date of Easter can differ greatly from the Western Christian date.

The traditional attributes of the Maslenitsa celebration are the Maslenitsa effigy, sleigh rides, festivities. Russians bake bliny and flatbread, while Belarusians and Ukrainians cook pierogi and syrniki.

Like all novel experiments, the group punishment of Russia is a leap into the unknown.

Kamadhenu, the miraculous "cow of plenty" and the "mother of cows" in certain versions of the Hindu mythology, is believed to represent the generic sacred cow, regarded as the source of all prosperity. In the 19th century, a form of Kamadhenu was depicted in poster-art that depicted all major gods and goddesses in it.
 
Arizona, USA to compete during her WNBA off-season Griner, a 31-year-old WNBA star, had been heading to Russia to play basketball each winter — reportedly banking a $1-million US paycheque, more than quadruple what she made back home.
 
Russian prosecutors have asked for the US basketball player Brittney Griner to be sentenced to nine and a half years in prison.

Два сапога пара 

How it’s pronounced: dva sapaga para 
Literal translation: two boots a pair 
Similar English idiom: birds of a feather, cut from the same cloth

Boys Don't Cry

stuffed shirt
a conservative, pompous person.


German and English Patriarch position:

English is a Germanic language

It is estimated that more than a third of English non-technical lexicons are of Germanic origin, as are many English words. Furthermore, the modern languages have both loaned words from Latin, Greek and French.

Cultural Differences in Emotion Suppression in Belgian and Japanese Couples: A Social Functional Model

neural networks

Will Transformers Take Over Artificial Intelligence?

A polymath (Greek: πολυμαθής, polymathēs, "having learned much"; Latin: homo universalis, "universal human")[1] is an individual whose knowledge spans a substantial number of subjects, known to draw on complex bodies of knowledge to solve specific problems.

Evolution of PolyBot:A Modular Reconfigurable Robot
David G. Duff, Mark Yim and Kimon Roufas
3333 Coyote Hill Rd, Palo Alto, CA 94304

Garuda and Nagas

According to Hindu and Buddhist stories, the giant, birdlike Garuda spends eternity killing snakelike Nagas.

The Icons of the Flag of Mexico has a Mexican Golden Eagle devouring a rattlesnake of which is symbolically similar to birdlike Garuda killing snakelike Naga.

Neuroanthropology

Honoring

Friday
,
September 16
By David Vincent Bell Hirsch

Prison farm

Gulag

The Gulag, GULAG, or GULag (Russian: ГУЛАГ, ГУЛаг, an acronym for Гла́вное управле́ние лагере́й, Glávnoje upravlénije lageréj, "chief administration of the camps") was the government agency in charge of the Soviet network of forced labour camps which were set up by order of Vladimir Lenin, reaching its peak during Joseph Stalin's rule from the 1930s to the early 1950s.[12] English-language speakers also use the word gulag in reference to all of the forced-labor camps that existed in the Soviet Union, including the camps that existed in the post-Lenin era

Angola

Louisiana State Penitentiary

The Louisiana State Penitentiary (known as Angola, and nicknamed the "Alcatraz of the South", "The Angola Plantation" and "The Farm") is a maximum-security prison farm in Louisiana operated by the Louisiana Department of Public Safety & Corrections. It is named "Angola" after the former slave plantation that occupied this territory. The plantation was named after the country of Angola from which many slaves originated before arriving in Louisiana.

John Law (economist)

Where does the term Johnny law come from?
slang One or more police officers or the police in general. (Though the term is gendered, it does not necessarily refer to a male officer.) The guy was trying to break into the store in broad daylight, and he was completely unfazed when Johnny Law rolled up to arrest him.

John Law and the Mississippi Bubble: 1718-1720

Build fast, responsive sites with Bootstrap

Bootstrap is a free and open-source CSS framework directed at responsive, mobile-first front-end web development. It contains HTML, CSS and JavaScript-based design templates for typography, forms, buttons, navigation, and other interface components.
 
How India's lattice buildings cool without air con
 
In the 15th and 16th centuries, Europeans wanted to find sea routes to the Far East. Columbus wanted to find a new route to India, China, Japan and the Spice Islands. If he could reach these lands, he would be able to bring back rich cargoes of silks and spices.
 
PRISON LABOUR AND INDUSTRY IN INDIA: AN ANALYSIS OF WORK PROGRAMMES AND VOCATIONAL TRAINING FOR THE INMATES
Authored by: Dr. Banamali Barik*
* Asst. Professor in Mayurbhanj Law College, Baripada 

Juvenile Justice Training Academy

Drone Business Under FAA Drone Rules

If you have a small drone that is less than 55 pounds, you can fly for work or business by following the Part 107 guidelines. To fly under Part 107 rules, there are 3 main steps

EU draft rules to make it easier to sue drone makers, AI systems

UPS and Matternet announce a groundbreaking logistics service to deliver medical samples via drone across WakeMed, a major healthcare system in North Carolina.

Flirtey is a Reno, Nevada-based drone delivery company. The company completed the first Federal Aviation Administration-approved drone delivery in the United States in 2015, the first FAA-approved urban delivery in March 2016 and the first FAA-approved commercial drone delivery to a customer home in July 2016

SkyDrop Delivery Drone

Zipline is an American company that designs, manufactures, and operates delivery drones. The company operates distribution centers in Rwanda, Ghana, Japan, and the United States, with signed agreements to begin service in Nigeria, Cote d'Ivoire, and Kenya.

Zipline - Instant Logistics

Haha TacoCopter
Startup potential with IES funding for our department of education as well 

RFP#23-22.10.OCT-10.

IES, DOJ, WDTS  Disparity Vector

National Institute of Justice

Vehicles For Child Nutrition:

http://www.txkisd.net/departments/proposals.asp

Robotic labor, Migrant Labor, Prison Labor... C-Suite Sourcing ethical and moral problems considering Disparity Vectors:
Texas Disparity Consideration to add value to RFP#23-22.10.OCT-10

Office for Victims of Crime

U.S. prison labor programs violate fundamental human rights, new report finds

Students on the Move

The children in the fields

Thanks to a loophole in U.S. child labor laws, farmworker kids can pick crops as young as age 10. But education offers a path out of poverty, if the kids can stay in school.

Bussing around Immigrants? Migrant Agriculture Labor Justice Department considerations with
What about genetically modifying food, orchards and the Apple corporation?
 
2021 Annual Progress Report

People and Environment in Our Supply Chain

Robots are coming and the fallout will largely harm marginalized communities

An agricultural robot is a robot deployed for agricultural purposes. The main area of application of robots in agriculture today is at the harvesting stage. Emerging applications of robots or drones in agriculture include weed control,[1][2][3] cloud seeding,[4] planting seeds, harvesting, environmental monitoring and soil analysis.[5][6] According to Verified Market Research, the agricultural robots market is expected to reach $11.58 billion by 2025.[7]
 
Uncle Ben's rice
Uncle Ben's rice was first marketed in 1943 and was the top-selling rice in the United States from 1950 until the 1990s. In 2020, it was rebranded as "Ben's Original" in the US following the George Floyd protests. Ben's Original.

Ben's Original

Denver Harbor
Its headquarters are in Denver Harbor, Houston, Texas.
6402 Market St, Houston, TX 77020
Denver Harbor Multi-Service Center, Address
Business Executives for National Security
BENS
Texas A&M
'The bones of the cotton weavers are bleaching the plains of india', said William Bentick, the Governor General of India, in 1834 to highlight the plight of cotton weavers in India caused by the British policy towards tradtitional urban Indian handicrafts.

King Cotton

A History of Hemp in India

Factbox: Grief and neglect - 10 factory disasters in South Asia

INDIA RUPEE-Rupee plumbs fresh low at close amid risk-off mood

Arkansas Agriculture

Texarkana, Texas is a city in Bowie County, Texas, United States, located in the Ark-La-Tex region.

University of Missouri Agricultural Commodity Futures Contract Specifications

Tyson

Corporate World Headquarters Springdale Arkansas. World Headquarters. 2200 W. Don Tyson Parkway Springdale, AR 72762. Phone: 479-290-4000

Texas PROPERTY CODE


TITLE 2. CONVEYANCES


CHAPTER 5. CONVEYANCES


SUBCHAPTER A. GENERAL PROVISIONS

USDA

Farm Use of Futures, Options,and Marketing Contracts

Farmer and non-farmer responsibility to each other: Negotiating the social contracts and public good of agriculture

Futures Market

Contract farming

Pound Collapse Puts Dollar Parity, Emergency Bank of England Rate Hikes in Focus

Meanwhile, back at the ranch...

California Department of Transportation (Caltrans)

U.S. long-grain rice production is concentrated in the South (Arkansas typically grows 56–58 percent of the U.S. long-grain crop.) California is the main producer of medium-grain rice, typically growing 70–76 percent of the crop—although Arkansas grows a substantial amount of medium-grain

According to Chinese mythology, rice was given as a gift from the animals after a large flood, giving the Chinese people a source of plentiful food.
rice, ash or flower petals...
Used in ceremonies and rituals, yantra designs can be found on paper or bark, or created from flower petals, ash, and rice.

A yantra comprises geometric shapes, images, and written mantra. Triangles and hexagrams are common, as are circles and lotuses of 4 to 1,000 petals. Saiva and Shakti yantras often feature the prongs of a trishula. Yantras frequently include mantras written in Sanskrit.

The rice toss is a symbolic wish to the just-married couple for a life of prosperity and fruitfulness, which to the ancients meant many children. As a blessing, guests shower the couple with rice as they exit the ceremony.

Texas rice production

Rice in Texas

Duck season or Rabbitt season?

Angora rabbit

5 Shocking Reasons You Should Skip Angora Wool This Winter

What would Bugs Bunny do?

get someone's goat


To make someone annoyed or angry: “Gavin may seem unflappable, but I know a way to get his goat.” This expression comes from a tradition in horse racing. Thought to have a calming effect on high-strung thoroughbreds, a goat was placed in the horse's stall on the night before the race. Unscrupulous opponents would then steal the goat in an effort to upset the horse and cause it to lose the race.

These goats are from China, or Asia.

A prison farm with Angora goats, Cashmere goats, Silkie chickens and Angora rabbits may help shepherd lessons of ethics to assist in rehabilitating. 

https://usserviceanimals.org/register/emotional-support-animal

If the angora rabbit, silkie chicken angora goat and cashmere goats are registered as emotional service animals, a prisoner whom treats the animal better than say the Chinese whom have committed ethical violations, then a level of rehabilitation may be proposed as facilitated as such.

Prison System

Engineering 

Detroit

City in Michigan

https://www.catholicprisonministries.org/

Schema and Database Design for Prison Farms

Texas Department of Criminal Justice - Department of Agriculture 

Food For Thought

Goats may be kept for milk, meat, or fiber (or a combination thereof). Both Angora and Cashmere goats are raised for fiber, but differ in both fiber qualities and methods of fiber harvest. Angora goats produce mohair. Fiber from non-Angora goats is Cashmere. Note that rabbits, not Angora goats, produce Angora fiber.

https://ag.umass.edu/crops-dairy-livestock-equine/fact-sheets/angora-goat-shearing

Mohair

Cheese Made Using Prison Labor Cut from Whole Foods

A business plan may be proposed to Central Market in Austin Texas as part of a farm to market justified budget.


Central Market in Austin Texas may be contacted and a business plan that models with Haystack farms may be developed, however if we get the Catholic's and Prison ministries involved and propose service animals to raise the bar on ethics for treatment of rabbits, goats, chickens and humans, we may facilitate a healthy market branding exercise. Hey, what kind of farm is this anywho?

Prison farms

This Woman Saved the Americas From the Nazis

Pioneering codebreaker Elizebeth Friedman, a poet and mother of two, smashed spy rings by solving secret messages.

Elizebeth cut her teeth as a codebreaker during Prohibition in the unlikely role of interdicting rumrunners. Set the scene for us—and describe how she reacted to becoming a minor celebrity.

Federal Prison Industries, Inc. (FPI), doing business as UNICOR (stylized as unicor) since 1977, is a wholly owned United States government corporation created in 1934 as a prison labor program for inmates within the Federal Bureau of Prisons, and a component of the Department of Justice. It is headquartered in Washington, DC.

Federal Prison Industries (FPI) is the largest inmate-training program operated by the Bureau of Prisons and one of the most important correctional programs in the Department of Justice. Created by Federal statute in 1934, FPI operates as a wholly owned, self-sustaining government corporation under the trade name UNICOR. FPI employs and provides skills training to Federal inmates in diverse factory settings and contributes to the safety and security of Bureau facilities by keeping inmates constructively occupied.

Federal Prison Industries

The Prison Industries Act was adopted by ALEC's Criminal Justice Task Force, now known as the Public Safety and Elections Task Force, at the Spring Task Force Summit on May 1, 2004, amended at the Annual Meeting on July 29, 2004, and approved by the full ALEC Board of Directors in August, 2004.

Public safety and elections task force. Hmmm

Documentation for HMMM
(Harvey Mudd Miniature Machine)

Humanizing Prisons with Animals: A Closer Look at "Cell Dogs" and Horse Programs in Correctional Institutions

Experimentation on Prisoners: Persistent Dilemmas in Rights and Regulations
How do you like that Angora and Kashmir now?

BioSteel was a trademark name for a high-strength fiber-based material made of the recombinant spider silk-like protein extracted from the milk of transgenic goats, made by Montreal-based company Nexia Biotechnologies, and later by the Randy Lewis lab of the University of Wyoming and Utah State University.[1] It is reportedly 7-10 times as strong as steel if compared for the same weight, and can stretch up to 20 times its unaltered size without losing its strength properties. It also has very high resistance to extreme temperatures, not losing any of its properties within −20 to 330 degrees Celsius (−4 to 626 degrees Fahrenheit).

Biosteel™ Goat
 

Data Structures

Multitape Turing machine

A tape diagram is a rectangular visual model resembling a piece of tape, that is used to assist with the calculation of ratios and addition, subtraction, and commonly multiplication. It is also known as a divided bar model, fraction strip, length model or strip diagram.

Magma (computer algebra system)

Saint Petersburg (Russian: Санкт-Петербург, tr. Sankt-Peterburg, IPA: [ˈsankt pʲɪtʲɪrˈburk] (audio speaker iconlisten)), formerly known as Petrograd (1914–1924) and later Leningrad (1924–1991), is the second-largest city in Russia. It is situated on the Neva River, at the head of the Gulf of Finland on the Baltic Sea, with a population of roughly 5.4 million residents.[9] Saint Petersburg is the fourth-most populous city in Europe, the most populous city on the Baltic Sea, as well as the world's northernmost city with over 1 million residents. As Russia's Imperial capital, and a historically strategic port, it is governed as a federal city

The True Story of ‘The Underground Railroad’

The adaptation of Colson Whitehead’s Pulitzer Prize–winning novel reimagines the eponymous trail to freedom as an actual train track

Why does Huck dress up as a girl?

Huck disguises himself as a girl to go ashore so no one would suspect his true identity. He went ashore to find out what was going on and whether the townspeople were still looking for him and Jim. He found out that people think Pap Finn or Jim may have killed Huck.

Chapter 11. The woman lets Huck into the shack but eyes him suspiciously. Huck introduces himself as “Sarah Williams” from Hookerville.

In the fictitious town of St. Petersburg, Missouri, Huck Finn currently resides at the beginning of the novel. This town of St. Petersburg is a town made-up by Mark Twain and shows similarities to a place Twain knew well - his own stomping grounds as a boy: Hannibal, Missouri

What does the Mississippi river symbolize in The Adventures of Huckleberry Finn?
 
For Huck and Jim, the Mississippi River is the ultimate symbol of freedom. Alone on their raft, they do not have to answer to anyone. The river carries them toward freedom: for Jim, toward the free states; for Huck, away from his abusive father and the restrictive “sivilizing” of St. Petersburg.
 
 
snips and snails and puppy dog tails 
 

Finite element method

The structure of finite element methods

Galerkin method

In mathematics, in the area of numerical analysis, Galerkin methods, named after the Russian mathematician Boris Galerkin, convert a continuous operator problem, such as a differential equation, commonly in a weak formulation, to a discrete problem by applying linear constraints determined by finite sets of basis functions. 
Mathematical Methods in Computer Science
Lecture 6: Communication Complexity

Jacob Barak of the Austin Python Meetup group shares the name Barak:

Barak (name)

Family name origins & meanings
Jewish (Ashkenazic) : from a Hebrew Biblical name meaning 'lightning'. Jewish (eastern Ashkenazic) : acronymic surname from a Hebrew patronymic phrase Ben Rabi Kalonymos 'son of rabbi Kalonymos'.

Attributes and behaviors

Every class contains attributes and behaviors. Attributes are the characteristics of the class that help to distinguish it from other classes. Behaviors are the tasks that an object performs

Dataproc Persistent History Server

Delegation is one of the core concepts of management leadership. The process involves managers deciding which work they should do themselves and which work should be delegated to others for completion.

Delegation (computing)

Pointer (computer programming)

Hooking

What is a behavior class?
 
The behavior of class or its instances is defined using methods.

(naughty, naughty)

Method (computer programming)

The behavior of an object is defined by its methods, which are the functions and subroutines defined within the object class. Without class methods, a class would simply be a structure. Methods determine what type of functionality a class has, how it modifies its data, and its overall behavior.

Call an object method

__call__ in Python

U.S. Debt and Foreign Loans, 1775–1795

What Is a War Chest?

The Plight of the Invisibly Ill

Chronic diseases perplex doctors, while leaving patients mysteriously sick. Meghan O’Rourke explores the struggle in an excerpt from her new book, The Invisible Kingdom.

Retiring members of Congress have $50 million in their campaign coffers. Where will it go?

Freud’s Shylock
DAVID HILLMAN

Some social conventions look less like a debate about asset classes and more like a religious cult: HAM, LEGION, PIGGYBACKING...

The Merchant of Venice

What is the symbolic meaning of throne?
 
throne, chair of state often set on a dais and surmounted by a canopy, representing the power of the dignitary who sits on it and sometimes conferring that power. ... In the ancient world, especially in the East, thrones almost invariably had symbolic magnificence.Throne is defined as the power of a king, or the chair where royalty sits. An example of a throne is where a queen sits in royal court. noun.

Toilet psychology

"Gold Buggery"

Religious belief

What a shame, man.

Shame

Shame

By James M. Shultz, M.D., Jungian analyst (IRSJA--Austin, Texas)

And yet by a throne set in heaven is signified the Divine truth there, thus heaven as to Divine truth; and by Him that sat upon the throne is meant the Lord.

Singin' in the Bathtub

Jason Mellard

Director, Center for Texas Music History
Assistant Professor of Practice
Department of History
Texas State University

Thanks Mom, for Texas History Perez orchestration legacy composition sake...

The ancient history of adding insult to injury

The scepter is a symbol of a monarch's power. The orb and cross represent the power of God and it's a reminder to the monarch that their authority derives from above. It was first used by King Henry VIII in 1509 for his own coronation

Toilet psychology

"Gold Buggery"

Haha Aha moments to keep Austin, Texas, the city of the Violet Crown, weird!

Piñata Effigy Implicit stereotype Iconoclasm Green Bonds for Artificial neural network Machines learning about Environmental Racism as solutions for Texas Disparity

By David Vincent Bell Hirsch

Nvidia CEO Says ‘Moore’s Law Is Dead’

In building design, thermal mass is a property of the mass of a building which enables it to store heat, providing "inertia" against temperature fluctuations. It is sometimes known as the thermal flywheel effect.[1] For example, when outside temperatures are fluctuating throughout the day, a large thermal mass within the insulated portion of a house can serve to "flatten out" the daily temperature fluctuations, since the thermal mass will absorb thermal energy when the surroundings are higher in temperature than the mass, and give thermal energy back when the surroundings are cooler, without reaching thermal equilibrium. This is distinct from a material's insulative value, which reduces a building's thermal conductivity, allowing it to be heated or cooled relatively separately from the outside, or even just retain the occupants' thermal energy longer.

Scientifically, thermal mass is equivalent to thermal capacitance or heat capacity, the ability of a body to store thermal energy. It is typically referred to by the symbol Cth, and its SI unit is J/°C or J/K (which are equivalent). Thermal mass may also be used for bodies of water, machines or machine parts, living things, or any other structure or body in engineering or biology. In those contexts, the term "heat capacity" is typically used instead

Mapping Thermal

Sound waves (in the form of phonons) are heat. Most of the heat capacity of a solid or a liquid comes from phonons.

Plasmonic metamaterial

Plasmonic materials are metals or metal-like materials that exhibit negative real permittivity. Most common plasmonic materials are gold and silver. However, many other materials show metal-like optical properties in specific wavelength ranges.

Texas Pipeline (computing) CA Hirsch Pipe & Supply, Neighborhood Housing and Community Development:

Ultrawhite BaSO4 Paints and Films for Remarkable DaytimeSubambient Radiative Cooling
Xiangyu Li, Joseph Peoples, Peiyan Yao, and Xiulin Ruan*

This Ultra-White Paint May Someday Replace Air Conditioning

Developed by researchers at Purdue University, the paint reflects 98.1 percent of sunlight

Barium sulfate

"What do you do with a sick chemist?" "If you can't curium, and you can't helium, you might as well barium"

Collision-induced absorption and emission

Supply Chain optimization global

Ask price

The median time from reported Seed to Series A is 18 months. 3. The average European conversion rate from Seed to Series A is 19% within 36 months from the Seed. 4.
DC
Virginia Tech
Global
Israel

TASE Initial Public Offering (IPO)

The TASE is the “home market” for Israeli companies interested in raising capital from the public through the issue of securities, bonds and convertible securities.

Pipeline (computing)

Congress Passes Investments in Domestic Semiconductor Manufacturing, Research & Design

50 Divisions

The Construction Association

For those who are invested in the future of construction and real estate, TEXO advocates for the future, advancing people in the industry and unifying the diverse expertise of our members.

https://www.texoassociation.org/
03 9900 - Maintenance of Concrete - typically work done after the concrete has cured.

Quantum heat engines and refrigerators

What is an energy absorbing material?
Fiber composites, foams, magneto-rheological (MR) fluids, and porous materials are typical high energy absorbing materials. Fiber composites, like carbon fibers, have relative higher stiffness and strength and lightweight compared to their steel counterpart

Energy Absorption

Energy absorption is defined as the surface below the load-displacement curve.


Woven nanotube fibers turn heat into power


phonons travel the opposite direction to electrons with the delivery of convection heat

Lattice Boltzmann modeling of the effective thermal conductivity for fibrous materials

Moran Wang †,1 , Jihuan He 2,3 , Jianyong Yu2 ,Ning Pan


elphbolt (short for electron-phonon Boltzmann transport)

Reinforcing Mechanisms of Coir Fibers in Light-Weight Aggregate Concrete

Strategic alliance

What is ad hoc analysis?

Steps to Linear Programming

Supply Chain Project(breadcrumbs are unavailable)

Varying Profit Margins

Difference Between Purchase Order and Sales Order

Enterprise software

Business process management

Loan Officer vs. Mortgage Broker: What’s the Difference?

Housing Discrimination

How tiny living spaces affect our wellbeing – individually and societally

Spatial inequality

What Is the Real Estate Settlement Procedures Act (RESPA)?

An FHA 203(k) loan is used to assist home buyers that are purchasing a home that is in need of significant repairs or modifications. An FHA 203(b) loan, on the other hand, is primarily used for move-in ready homes. A home would need at least $5,000 in essential repairs to qualify for an FHA 203(k) loan
 
FHA | TITLE II PROGRAMS 203(b) Mortgage Insurance Program
Affordable low down payment lending traditionally for first-time
homebuyers and underserved communities

Appendix A to Part 1024 — Instructions for Completing HUD-1 and HUD-1a Settlement Statements; Sample HUD-1 and HUD-1a Statements


Affordable Communities of Texas (ACT)

The Affordable Communities of Texas (ACT) program is a statewide land banking and land trust initiative which assists local nonprofit and governmental entities with the acquisition and redevelopment of distressed properties.

Find information on key laws and resources for Texans with disabilities looking for accessible housing

Federally Subsidized Housing

This legal research guide provides information about landlord and tenant law that is helpful to both the practitioner and the public looking for legal information.

The University of Texas at Austin
School of Architecture Undergraduate Program
310 Inner Campus Drive B7500
Austin, TX 78712-1009

Registration for the 2023 IAH Competition will open in fall 2022.

The following information is provided as an introduction to the process through which HUD homes can be purchased and resold

Pool Model Parameters

Materials management


COMMUNITY DEVELOPMENT BLOCK GRANTPROGRAMCARES ACT (CDBG-CV)GRANTEE BEST PRACTICES REPORT

Fiscal Year 2022 Funding Opportunities

HUD awards discretionary funding through over 20 Grant programs that support HUD initiatives, including Affordable Housing Development and Preservation, Community and Economic Development, Environment and Energy, Fair Housing, Homelessness, Homeownership, Rental Assistance, and Supportive Housing and Services.

Notice of Funding Availability (NOFO) - The Notice of Funding Opportunities (NOFO) is a published each year on Grants.gov for HUD’s Discretionary Funding Programs.  These NOFOs describe the type of funding available on a competitive basis and provides information on submission of an application, typically up to 30 to 90 days from the date of the NOFO publication on grants.gov.

Public-Private Partnerships for Transportation and Water Infrastructure

CBO,
HUD

CERES

Investing

Since its first bond sale in November 1985, the New York City Municipal Water Finance Authority (“New York Water” or “Authority”) has sold over $60 billion bonds

Sticky Article
Virginia Resources Authority
1111 East Main Street
Suite 1920
Richmond, VA  23219
Sarah Buck is the Senior Director of Programs in Rural Community Action Partnership (RCAP)

Water, wastewater & solid waste

RCAC assists rural communities to build, improve, manage, operate, or finance drinking water and wastewater systems. RCAC helped rural communities access millions of dollars in grants and loans and trained thousands of individuals through customized on-site technical assistance and workshops.

Jackson Water Crisis 2022

Birmingham Water Works Board and Alabama Attorney General Propose to Void Land Agreement Protecting City’s Drinking Water

Project pitch

Submit a Project Pitch to see if your idea might be a good fit for NSF funding.



where
"Pitch" is widely used to describe the distance between repeated elements in a structure possessing translational symmetry: Pitch (gear), the distance between a point on one tooth and the corresponding point on an adjacent tooth.

Measuring the magnetic flux

Linear measurement

"Pitch" is widely used to describe the distance between repeated elements in a structure possessing translational symmetry:

Angle measurement

Heat transfer in solids is typically conducted through either electrons or atomic vibrations known as phonons. In a vacuum, heat has long been thought to be transferred by radiation but not by phonons because of the lack of a medium1
A phonon is the elementary excitation in the quantum mechanical treatment of vibrations in a crystal lattice [1] or the quantum unit of a crystal lattice vibration. They are analogous to photons, having energy of ћω as quanta of excitation of the lattice vibration mode of angular frequency ω.

Heat transfer physics

 
A prototype can also mean a typical example of something such as in the use of the derivation 'prototypical'.[5] This is a useful term in identifying objects, behaviours and concepts which are considered the accepted norm and is analogous with terms such as stereotypes and archetypes.



Special access programs (SAPs) in the U.S. Federal Government are security protocols that provide highly classified information with safeguards and access restrictions that exceed those for regular (collateral) classified information.
machine learning database network

Field Glass Mandatory

SLURM Workload Manager

Frequently Asked Questions

For Management


Monte Python

Monte Python is a Monte Carlo code for Cosmological Parameter extraction. It contains likelihood codes of most recent experiments, and interfaces with the Boltzmann code class for computing the cosmological observables.

List of cosmological computation software

Cosmological Boltzmann codes: These codes are used for calculating the theoretical power spectrum given the cosmological parameters. These codes are capable of calculating the power spectrum from the standard LCDM model or its derivatives.

Intelligent Source to Pay with SAP Ariba and SAP S/4 HANA

Pulse-level noisy quantum circuits with QuTiP
Boxi Li1, Shahnawaz Ahmed2, Sidhant Saraogi3, Neill Lambert4, Franco Nori4,5,6,
Alexander Pitchford7, and Nathan Shammah8

LANL
Measurement / Management
Innovation pipeline via Ariba Fieldglass
MATOC
multiple award task organized contracts
D&D Demolition and Decontamination

use drones and robots for dangerous job tasks as well for innovation considerations

pathlib — Object-oriented filesystem paths

Google Migrating to the Cloud Client Library for Storage

Amazon

AWS Cloud Map

Service discovery for cloud resources


Welcome toGoogle Maps Platform

See where real-world insights and location solutions can take your business.

Class CloudLayer.CloudMap

Cloud Map Volume Parameters. This groups parameters for one cloud map layer.

Slurm is primarily developed to work alongside Linux distributions, although there is also support for a few other POSIX-based operating systems, including BSDs (FreeBSD, NetBSD and OpenBSD).[6] Slurm also supports several unique computer architectures, including:

  • IBM BlueGene/Q models, including the 20 petaflop IBM Sequoia
  • Cray XT, XE and Cascade
  • Tianhe-2 a 33.9 petaflop system with 32,000 Intel Ivy Bridge chips and 48,000 Intel Xeon Phi chips with a total of 3.1 million cores
  • IBM Parallel Environment
  • Anton
Fermi Lab

SLURM job scheduler

SLURM (Simple Linux Utility For Resource Management) is a very powerful open source, fault-tolerant, and highly scalable resource manager and job scheduling system of high availability currently developed by SchedMD. Initially developed for large Linux Clusters at the Lawrence Livermore National Laboratory, SLURM is used extensively on most Top 500 supercomputers around the globe.

If you have questions about job dispatch priorities on the Wilson Cluster then please visit this page.

Simple Linux Utility for Resource Management
Google Cloud

Deploying a Slurm cluster on Compute Engine

Detroit Motor City

SLURM

The Biostatistics cluster uses Slurm for resource management and job scheduling. Below are several of the basic commands you will need to interact with the cluster.

Add FAVOR+ / Performer attention 

Model description

The new attention mechanism with linear time and space complexity was introduced in
Rethinking Attention with Performers [https://arxiv.org/abs/2009.14794].
Authors of the paper claim that the new attention mechanism is backward-compatbile with already existing models

Franklin's kite experiment was performed in Philadelphia in June 1752, according to the account by Priestley. Franklin described the experiment in the Pennsylvania Gazette in October 19, 1752, without mentioning that he himself had performed it.

Cloud computing

Edge computing

Using game theory mathematics to resolve human conflicts

Game Theory Models of Pricing

In a Bertrand model of oligopoly, firms independently choose prices (not quantities) in order to maximize profits. This is accomplished by assuming that rivals' prices are taken as given. The resulting equilibrium is a Nash equilibrium in prices, referred to as a Bertrand (Nash) equilibrium.

Feynman Polytopes and the Tropical Geometry of UV and IR Divergences
Nima Arkani-Hamed,1 Aaron Hillman,2 and Sebastian Mizera

NIH Equipment, Software, & Tools

ORDINANCE NO. 20131121-105AN ORDINANCE AMENDING CITY CODE CHAPTERS 25-2 AND 25-10 RELATING TO URBAN FARMS.

State of Texas

Welcome to the Permitting and Development Center (PDC)

Plasma-driven catalysis: green ammonia synthesis with intermittent electricity

Ammonia—a renewable fuel made from sun, air, and water—could power the globe without carbon

Potential Roles of Ammonia in a Hydrogen Economy
A Study of Issues Related to the Use Ammonia for On-Board Vehicular Hydrogen Storage

U.S. Department of Energy
  

Computer and Information Systems Managers

33 million undergraduate

Pay bands

A pay band is sometimes used to define the range (band) of compensation given for certain roles. The range is based on factors like location (high vs low cost of living locations), experience, or seniority.

  1. Salaries are wages (including vacations, holidays, sick leave, and other excused absences of employees working specifically on objectives of a grant or contract – i.e, direct labor costs).

  2. Other employee fringe benefits allocable on direct labor employees.

  3. Consultant services contracted to accomplish specific grant/contract objectives.

  4. Travel of (direct labor) employees.

  5. Materials, supplies and equipment purchased directly for use on a specific grant or contract.

  6. Communication costs such as long distance telephone calls or telegrams identifiable with a specific award or activity.


Computer and Information Research Scientists

What Is Enterprise Resource Planning (ERP)?

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