Chris Hoyean Song

ml-engineer-roadmap. WIP: Roadmap to becoming a machine learning engineer in 2020

pysc2-examples. StarCraft II - pysc2 Deep Reinforcement Learning Examples

mlops-example. Tensorflow 2.0 + Sacred + AI Platform + Microsoft NNI

mario-rl-tutorial. Reinforcement Learning Tutorial on Super Mario

haiku-scalable-example. Scalable distributed reinforcement learning agents on kubernetes

research-ci-tutorial. Python

unity-clicker-game. C#

mina-zkml. Rust

jax-tutorial. Jupyter Notebook

kubeflow-tutorial. Python

building-machine-learning-pipelines. Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson

CoreGameServer. ASP.NET Core를 활용한 샘플 게임서버

ml-study-materials.

tensorflow-rl. 텐서플로우 강화학습 튜토리얼 : AlphaGo부터 스타크래프트2 강화학습 에이전트 만들어보기

fastapi-tutorial. Python

bentoml-tutorial. Python

kubernetes-tutorial. Dockerfile

mlflow-tutorial. Python

lovelybot-emotion. 감정 분석 기능을 추가한 챗봇 API

haiku. JAX-based neural network library

sagemaker-mlops. Jupyter Notebook

starcraft2-docker.

Unity3DBook. Java

papers-rl.

bandits-baseline. Python

bandit-api. Python

lovelybot. LovelyBot

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

unity-core-server-login. C#

kpop-classifier. HTML

Unity3DBookPPT. 나홀로 개발하는 유니티3D 액션게임

awesome-devteam. 좋은 개발팀을 만드는데 도움이 되는 자료

research-ci-example. Python

luigi-tutorial. Python

atari-docker. Dockerize Atari RL env

gym-super-mario. Gym - 32 levels of original Super Mario Bros

haiku-a3c. A3C implementation on haiku

tf-pacman. Control Pacman with Tensorflow.js

docker-tutorial. Python

python-ci-example. Python

xmodel. Multi Cloud Model Management System for Machine Learning

mina-zkml-verifier. TypeScript

master-leetcode. Master 400 leetcode problems

zkml-benchmark. Jupyter Notebook

teachable-machine-tutorial. JavaScript

research-ci-sai. Python

intro-to-ml-with-kubeflow-examples. [WIP] Examples for the Intro to ML with Kubeflow book

pydantic-tutorial. Jupyter Notebook

python-backend-101.

zoe. Zoe: Zkml Optimization Engine

tf-stock-prediction. JavaScript

DeepRL-Agents. A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

irl_rocks. Cool Inverse Reinforcement Learning Papers

time-series-forecasting-tensorflowjs. Pull stock prices from online API and perform predictions using Recurrent Neural Network & Long Short Term Memory (LSTM) with TensorFlow.js framework