Ram Rachum

PySnooper. Never use print for debugging again

marley. A framework for multi-agent reinforcement learning.

git-cascade. Two extension scripts for merging in Git

python_toolbox. A collection of useful Python tools

GarlicSim. Pythonic framework for working with simulations.

combi. Pythonic package for combinatorics

git-recent. Quickly check out your favorite branches

python_synthesizer. Having fun with music synthesizers

cute-wing-stuff. A collection of scripts for Wing IDE

git-is-it-in. Find whether a commit has been merged into a branch

GarlicSim-for-Python-3.x. Pythonic framework for working with simulations.

backtick-text-selector. Obsidian plugin for selecting text in backticks

Movie-Renamer. An application which automatically renames ugly movie file names such as "Inception.DVDRiP.XviD-ARROW" into beautiful file names such as "Inception (2010)".

better-exceptions. Pretty and useful exceptions in Python, automatically.

Amir-PDF-Grabber. Python

git-past-amend. Quickly amend code in past commits

boltons. Like builtins, but boltons. Constructs/recipes/snippets that would be handy in the standard library. Nothing like Michael Bolton.

spanreed. A *personal* personal assistant

obsidian-releases. Community plugins list, theme list, and releases of Obsidian.

chicken-coop. Emergent Dominance Hierarchies in Reinforcement Learning Agents

stubborn. Stubborn: An Environment for Evaluating Stubbornness between Agents with Aligned Incentives

dm-haiku. JAX-based neural network library

pycid. Library for graphical models of decision making, based on pgmpy and networkx

tianshou. An elegant PyTorch deep reinforcement learning library.

tabview. Python curses command line CSV and tabular data viewer

latexify_py. A library to generate LaTeX expression from Python code.

sgfmill. Python library for Smart Game Format (SGF) files

pysc2. StarCraft II Learning Environment

key-mon. Automatically exported from code.google.com/p/key-mon

trfl. TensorFlow Reinforcement Learning

unilm. Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

visidata. A terminal spreadsheet multitool for discovering and arranging data

alphafold. Open source code for AlphaFold.

plotly.py. The interactive graphing library for Python (includes Plotly Express) :sparkles:

Griddly. A grid-world game engine for game AI research

lab. A customisable 3D platform for agent-based AI research

ai-research-code. Python

examples. A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

futurecoder. 100% free and interactive Python course for beginners

KataGo. GTP engine and self-play learning in Go

requests. A simple, yet elegant, HTTP library.

mujoco. Multi-Joint dynamics with Contact. A general purpose physics simulator.

aiwatch. Website to track people, organizations, and products (tools, websites, etc.) in AI safety

graph_nets. Build Graph Nets in Tensorflow

intro-to-visidata. Source files for "An Introduction to VisiData"

sequential_social_dilemma_games. Repo for reproduction of sequential social dilemmas

open_spiel. OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

Gymnasium. A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym)

sacred. Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Mava. A library of multi-agent reinforcement learning components and systems

joblib. Computing with Python functions.

stable-baselines3. PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

peps. Python Enhancement Proposals

meltingpot. A suite of test scenarios for multi-agent reinforcement learning.

awesome-python-in-education. A curated list about Python in Education :snake: :mortar_board:

acme. A library of reinforcement learning components and agents

python-sounddevice. :sound: Play and Record Sound with Python :snake:

cpython. The Python programming language