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ai-sgd

ai-sgd-r

Using stochastic gradient descent (SGD) with explicit and implicit updates to fit large-scale statistical models.

arduino

open-source electronics prototyping platform

awesome-material

awesome material

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

caffe

Caffe: a fast open framework for deep learning.

commandcenter

Starcraft AI Bot

csapp

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。

deep-learning-demo

记录小润学习的深度学习相关，首先是 Caffe、TensorFlow、Theano、Keras 框架，之后再补充 Torch

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deeplearning4j

Deep Learning for Java, Scala & Clojure on Hadoop & Spark With GPUs - From Skymind

deepsets

demochatfrontend

ChatBot front-end by flask + react

dl4j-examples

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

dota2botstepbystep

draw.io

draw.io repo

elements_rl

football

gbdt

gbm

Gradient boosted models

googletest

Google Test

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hands-on-reinforcement-learning-with-python

Hands-On Reinforcement Learning with Python, published by Packt

ianchen28.github.io

individual website

inverse-reinforcement-learning

Implementations of selected inverse reinforcement learning algorithms.

large-scale-curiosity

Code for the paper "Large-Scale Study of Curiosity-Driven Learning"

ml-agents

Unity Machine Learning Agents Toolkit

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.