Samuel

chess-alpha-zero. Chess reinforcement learning by AlphaGo Zero methods.

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.

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.

connect4-alpha-zero. Connect4 reinforcement learning by AlphaGo Zero methods.

muzero. A simple implementation of MuZero algorithm for connect4 game

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.

random-memory-adaptation. Random memory adaptation model inspired by the paper: "Memory-based parameter adaptation (MbPA)"

Policy-chess. A Policy Network in Tensorflow to classify chess moves

leela-fish. UCI chess playing engine derived from Stockfish and LeelaChess Zero

pytorch-es-tic-tac-toe. Evolution Strategies in PyTorch (Tic-tac-toe)

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.

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

tensorflow-wavenet. A TensorFlow implementation of DeepMind's WaveNet paper

DNC. Differentiable Neural Computers (Testing the generalization of a sequence of sums)

DeepLearningVideoGames. Python

schopenhauer_GPT_2. Fine-tuning a GPT-2 pretrained model in the Schopenhauer texts

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.

devol. Automated deep neural network design via genetic programming

Wavenet-for-Poem-Generation. a port of the Wavenet algorithm to generate poems (using Samuel Graván's @Zeta36 code).

FractalExplorationImitationLearning. Using the fragile framework as a memory explorer to train a neural network in Atari games

world.py. Python wrapper for the World vocoder

DNC-tensorflow. A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)

ntm-lasagne. Neural Turing Machines library in Theano with Lasagne

WhatsApp-Status-Bot. A Python-based automation tool that generates a rich multimedia video (images, narration, and subtitles) from a topic and publishes it as a WhatsApp Status using Selenium.