Stems Libraries

31 Components & Libraries

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Stems Libraries

Build powerful pipelines in any programming language.

We believe it's time to remove all those abstractions and come back to our roots. Are you tired of writing endless lines of YAML-code? Are you sick of spending days forced to write in a language that…

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

This is a suite for numerically solving differential equations written in Julia and available for use in Julia, Python, and R. The purpose of this package is to supply efficient Julia implementations…

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

Builds an encoder-decoder model, with maximum likelihood learning: The same model, but with adversarial learning: The same model, but with RL policy gradient learning: Texar requires: To use cutting-…

Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.

Mesa allows users to quickly create agent-based models using built-in core components (such as spatial grids and agent schedulers) or customized implementations; visualize them using a browser-based …

A Python package to assess and improve fairness of machine learning models.

Fairlearn is a Python package that empowers developers of artificial intelligence (AI) systems to assess their system's fairness and mitigate any observed unfairness issues. Fairlearn contains mitiga…

ssh rdp vnc telnet sftp bastion/jump web putty xshell terminal jumpserver audit realtime monitor rz/sz 堡垒机云桌面 linux devops sftp websocket file management rz/sz otp 自动化运维审计录像文件管理 sftp上传实时监控录像回放网页版rz/sz上传下载/动态口令 django

Webterminal implemented by django. This project focus on DevOps and Continuous Delivery. For now it support almost 90% remote management protocol such as vnc, ssh,rdp,telnet,sftp... It support a poss…

A library for event sourcing in Python.

A library for event sourcing in Python. Please note, it is recommended to install Python packages into a Python virtual environment. Write a test. Run the test with the default persistence module. Ev…

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

In this repository, a number of deep learning based recommendation models are implemented using Python and Tensorflow. We started this project in the hope that it would reduce the efforts of research…

Python implementation of a bunch of multi-robot path-planning algorithms.

This repository consists of the implementation of some multi-agent path-planning algorithms in Python. The following algorithms are currently implemented: Install the necessary dependencies by runnin…

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/

Texar-PyTorch integrates many of the best features of TensorFlow into PyTorch, delivering highly usable and customizable modules superior to PyTorch native ones. Texar-PyTorch requires: To use cuttin…

DISCONTINUED: permanent copy of fork lives at github.com/mpdehaan/opsmop

Apache2

A programmable, observable and distributed job orchestration system.

Odin is a programmable, observable and distributed job orchestration system which allows for the scheduling, management and unattended background execution of user created tasks on Linux based system…

A trading bot for automated algorithmic trading on Binance Futures, Bybit, BitMEX and FTX written in python.

The Github repository features a trading system designed for automated algorithmic trading on Binance Futures, Bybit, BitMEX and FTX. This trading system aims to offer an easy-to-use platform for use…

DScribe is a python package for creating machine learning descriptors for atomistic systems.

DScribe is a Python package for transforming atomic structures into fixed-size numerical fingerprints. These fingerprints are often called "descriptors" and they can be used in various tasks, includi…

Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo

This book teaches you how to take machine learning models from your personal laptop to large distributed clusters. You’ll explore key concepts and patterns behind successful distributed machine learn…

Machine Learning inference engine for Microcontrollers and Embedded devices

Machine learning for microcontroller and embedded systems. Train in Python, then do inference on any device with a C99 compiler. Embedded-friendly Inference Convenient Training Supporting libraries C…

Reviewing some online CS courses I took

DISCLAIMER: These are my subjective personal opinions! Make your own judgment. Also, I will talk a lot about my feelings! You are warned. Originally written June 2020 Updated September 2020 (Game The…

This project provides a FastAPI wrapper for interacting with Google Bard, a conversational AI by Google. It allows users to send messages to Google Bard and receive responses through a simple API.

Let's embark on a journey to set up and launch the project on your local machine for developmental and testing purposes. Before we dive in, ensure you have the following prerequisites: Begin by cloni…

Astus' Mathematical Display Application : A GUI for Mathematics (Calculator, LaTeX Converter, Plotter, ... )

Presentations that programmers should watch

List of programming presentations everyone should watch.

A distributed, structured concurrent runtime for Python (and friends)

You can run this with: And, yes, there's a built-in crash handling mode B) We're hoping to add a respawn-from-repl system soon! Yes, you saw it here first; we provide 2-way streams with reliable, tra…

Ready to deploy, distributed cryptocurrency trading bot

Here's a short overview of the project. A few months ago I got into the crypto market. It was all new and fascinating to me. The idea of this project originally came from a script I used to automate…

A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)

SageMaker SSH Helper is the "army-knife" library that helps you to securely connect to Amazon SageMaker training jobs, processing jobs, batch inference jobs and realtime inference endpoints as well a…

The apex of my CSE tenure at UIET Kurukshetra University in 2018, This project focuses on Zerodha, involving live online trading in the NSE-BSE with real money, utilizing Artificial Intelligence techniques. The project employs Python programming, incorporating live trading bots, indicator screeners, and back testers through REST API and websockets.

Simulate dynamic systems expressed in block diagram form using Python

Key features include: We first sketch the dynamic system we want to simulate as a block diagram, for example this simple first-order system which is just 15 lines of executable code. The red block an…

MiniCPS: a framework for Cyber-Physical Systems real-time simulation, built on top of mininet

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

Interested in deeper understanding of Machine Learning algorithms? Implement them in Python from scratch:

Image Processing Toolbox in Verilog using Basys3 FPGA

(ES 203: Digital Systems Project, Prof. Joycee Mekie, IITGN) The Image Processing Toolbox is a Verilog-based implementation designed for the Basys3 FPGA. This project facilitates various image proces…

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