Theano

data-science-ipython-notebooksPython

A comprehensive collection of data science Python notebooks covering deep learning, machine learning, big data, visualization, and essential tools.

Neural Networks and Deep LearningPython

Code samples and implementations from the book 'Neural Networks and Deep Learning' for educational purposes.

keras-rlPython

A Python library implementing state-of-the-art deep reinforcement learning algorithms with seamless Keras integration.

[Web]Python

Original implementation and hyperparameters for the 2014 paper "Generative Adversarial Networks" (GANs).

A recurrent neural network designed to generate classical music.Python

A recurrent neural network that generates classical music using LSTM layers and convolutional-inspired architecture.

keras-contribPython

A deprecated repository for community-contributed Keras extensions like layers, activations, and loss functions.

A chess AI that learns to play chess using deep learning.Python

A chess AI that learns to play chess using deep learning and neural networks.

Music generation using RNNs (Keras)Python

A Python project for algorithmic music generation using recurrent neural networks.

Kaggle Galaxy ChallengePython

Winning solution for the Galaxy Challenge on Kaggle, using convolutional neural networks to classify galaxy morphologies.

RNNLGPython

An open-source benchmark toolkit for Natural Language Generation in spoken dialogue systems, featuring multiple RNN-based models and datasets.

Keras and Lasagne Deep Learning TutorialsPython

A collection of deep learning tutorials and implementations using Keras and Lasagne, with a focus on Theano-based frameworks.

CAPTCHA-breakingPython

A Python-based CAPTCHA breaking solution using Keras and OpenCV, developed for a data science competition.

SaliencyPython

Shallow and deep convolutional neural networks for predicting visual saliency in images using a data-driven approach.

SymJAXPython

A symbolic programming library built on JAX for concise, explicit, and optimized machine learning computations.

Torch7 TutorialsLua

Tutorial materials for the 2012 IPAM Graduate Summer School on Deep Learning and Feature Learning using Theano and Torch.