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mlflow-tutorial

mlops-example

Tensorflow 2.0 + Sacred + AI Platform + Microsoft NNI

nni

An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.

noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

optimal-rtb

A benchmarking framework supporting the experiments in KDD'14 paper "Optimal Real-Time Bidding for Display Advertising"

optuna

A hyperparameter optimization framework

papers-rl

player1584.github.io

pong-practice

prml

PRML algorithms implemented in Python

pydantic-tutorial

pysc2

StarCraft II Learning Environment

pysc2-examples

StarCraft II - pysc2 Deep Reinforcement Learning Examples

python-backend-101

python-ci-example

python_algorithm_study_in_english

202002

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

reinforcement-learning-kr

[파이썬과 케라스로 배우는 강화학습] 예제

research-ci-example

research-ci-sai

research-ci-tutorial

retro

Retro Games in Gym

retro-docker

Dockerize retro RL env

rl_edu1

rlax

rlb-dp

Real-Time Bidding by Reinforcement Learning in Display Advertising