Beast code in Giters

calvin-cmu's starred repositories

tensorflow

An Open Source Machine Learning Framework for Everyone

Language:C++Apache-2.0185777 7598 39808

models

Models and examples built with TensorFlow

Language:PythonNOASSERTION76988 2727 7276

magenta

Magenta: Music and Art Generation with Machine Intelligence

Language:PythonApache-2.019113 753 957

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Language:PythonMIT15677 647 850

the-gan-zoo

A list of all named GANs!

Language:PythonMIT14240 568 35

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

Language:Lua11581 539 179

ganhacks

starter from "How to Train a GAN?" at NIPS2016

11427 346 69

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

Apache-2.04002 223 6

MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

3986 242 9

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Language:Jupyter NotebookMIT3842 112 178

minigo

An open-source implementation of the AlphaGoZero algorithm

Language:C++Apache-2.03464 150 321

AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

Language:PythonMIT3281 101 119

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

Language:PythonNOASSERTION2895 162 183

DeepReinforcementLearning

A replica of the AlphaZero methodology for deep reinforcement learning in Python

Language:Jupyter NotebookGPL-3.02018 103 41

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

Language:PythonMIT1594 92 35

evolution-strategies-starter

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

Language:PythonMIT1556 244 22

machine-learning-yearning

Translation of <Machine Learning Yearning> by Andrew NG

CC-BY-SA-4.01335 171 2

NTM-tensorflow

"Neural Turing Machine" in Tensorflow

Language:Jupyter NotebookMIT1046 67 25

DeepStack-Leduc

Example implementation of the DeepStack algorithm for no-limit Leduc poker

Language:Lua880 55 37

multiagent-competition

Code for the paper "Emergent Complexity via Multi-agent Competition"

Language:Python802 47 13

neural-architecture-search

Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).

Language:PythonMIT429 16 19

cnn-assignments

Convolutional Neural Networks Assignments

Language:Python297 24 5

deep-rl

Collection of Deep Reinforcement Learning algorithms

Language:PythonMIT297 13 17

act-tensorflow

Adaptive Computation Time algorithm in Tensorflow

Language:Python255 16 1

CS231n

my assignment solutions for CS231n Convolutional Neural Networks for Visual Recognition

Language:Jupyter Notebook208 15 9

Winter-2016-CS231N

Assignments: CNN for Visual Recognition.

Language:Jupyter Notebook51 4 2