• Stars
    star
    3
  • Rank 3,963,521 (Top 79 %)
  • Language
    Python
  • License
    Apache License 2.0
  • Created over 7 years ago
  • Updated over 7 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Using (Google) Neural Machine Translation for chess movements inference (TensorFlow)

More Repositories

1

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.
Jupyter Notebook
2,124
star
2

tensorflow-tex-wavenet

This is a TensorFlow implementation of the WaveNet generative neural network architecture https://deepmind.com/blog/wavenet-generative-model-raw-audio/ for text generation.
Python
344
star
3

tensorflow-image-wavenet

This is a TensorFlow implementation of the WaveNet generative neural network architecture https://deepmind.com/blog/wavenet-generative-model-raw-audio/ for image generation.
Python
152
star
4

connect4-alpha-zero

Connect4 reinforcement learning by AlphaGo Zero methods.
Python
113
star
5

muzero

A simple implementation of MuZero algorithm for connect4 game
Jupyter Notebook
93
star
6

Asynchronous-Methods-for-Deep-Reinforcement-Learning

Using a paper from Google DeepMind I've developed a new version of the DQN using threads exploration instead of memory replay as explain in here: http://arxiv.org/pdf/1602.01783v1.pdf I used the one-step-Q-learning pseudocode, and now we can train the Pong game in less than 20 hours and without any GPU or network distribution.
Python
82
star
7

random-memory-adaptation

Random memory adaptation model inspired by the paper: "Memory-based parameter adaptation (MbPA)"
Python
24
star
8

Policy-chess

A Policy Network in Tensorflow to classify chess moves
Python
18
star
9

leela-fish

UCI chess playing engine derived from Stockfish and LeelaChess Zero
C++
16
star
10

pytorch-es-tic-tac-toe

Evolution Strategies in PyTorch (Tic-tac-toe)
Python
15
star
11

mushroom-detector-kerasjs

I explain how to export weights from a Keras model and import those weights in Keras.js, a JavaScript framework for running pre-trained neural networks in the browser. I show you later how to include the final result into a Phonegap Cordova mobile application.
Java
13
star
12

schopenhauer_GPT_2

Fine-tuning a GPT-2 pretrained model in the Schopenhauer texts
Jupyter Notebook
2
star
13

FractalExplorationImitationLearning

Using the fragile framework as a memory explorer to train a neural network in Atari games
Jupyter Notebook
2
star
14

chatgpt-slack-bot

Slack Assistant Bot with Image Generation: this Slack Assistant Bot with Image Generation is a powerful AI-driven chatbot that helps users with various tasks within a Slack workspace. Powered by OpenAI GPT, the bot can understand and respond to user messages, as well as generate, edit, and create variations of images based on user prompts.
Python
1
star