ikki407

cugraph

cuGraph - RAPIDS Graph Analytics Library

HandyRL

HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.

AlphaZeroJupyterExample

Example implementation of Alpha Zero' s algotirhm on Jupyter notebook

MuZeroJupyterExample

MuesliJupyterExample

PyOptBook

岩永二郎・石原響太・西村直樹・田中一樹 共著『Pythonではじめる数理最適化－ケーススタディでモデリングのスキルを身につけよう－』（オーム社、2021年）のサポートページです。

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

awesome-streamlit

The purpose of this project is to share knowledge on how awesome Streamlit is and can be

py-spy

Sampling profiler for Python programs

TamakEriFever

AI for google research football

code-server

VS Code in the browser

pytorch_geometric

Graph Neural Network Library for PyTorch

rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

flask

The Python micro framework for building web applications.

jupyter-themes

Custom Jupyter Notebook Themes

TabNine

AI Code Completions

rising

Provides everything needed for high performance data loading and augmentation in pytorch.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

dixit-online

Online version of the Dixit boardgame

deap

Distributed Evolutionary Algorithms in Python

jupyter-dash

OBSOLETE - Dash v2.11+ has Jupyter support built in!

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

PyBoy

Game Boy emulator written in Python

ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

wandb

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

numpy-ml

Machine learning, in numpy

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"