lasagne

Set up deep learning environment in a single command line.

A course in reinforcement learning in the wild

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

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

DL course co-developed by YSDA, HSE and Skoltech

Combines the ease of use of scikit-learn with the power of Theano/Lasagne

A deep neural network for face alignment

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

How to use TensorLayer

Deep Reinforcement Learning library for humans

Soundscape analysis with BirdNET.

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

Periodic Spatial Generative Adversarial Networks

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

Spatial Generative Adversarial Networks

Intro to Deep Learning, including recurrent, convolution, and feed forward neural networks.

Documentation:

Bayesian dessert for Lasagne

RNN benchmarks of pytorch, tensorflow and theano

This code is to implement the IndRNN.

A deep generative model library in Theano and Lasagne

Generating proportional fonts with deep learning

Fast, Lightweight Style Transfer using Deep Learning

Convolutional AutoEncoder application on MRI images

The 2018 LifeCLEF bird identification task baseline system.

Author's implementation of the paper "Deep Relative Attributes" (ACCV 2016)

Source code of the TUCMI submission to BirdCLEF2017

Collection of iris classifcation program for teaching purpose

Unofficial implementation algorithms of attention models on SNLI dataset

Adversarial Discriminative Domain Adaptation with MNIST 64x64 in Lasagne-Theano