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ants-colony

Simulation of an ants colony looking for food.

blocks

A Theano framework for building and training neural networks

blocks-examples

Examples and scripts using Blocks

brain_segmentation

Segment 3D MRIs of the brain into anatomical regions

char_nlm

Simple feed-forward and recurrent character language models implemented in pure theano

dogs_vs_cats

factored_output_layer

fuel

A data pipeline framework for machine learning

gentle

gentle forced aligner

h_softmax_theano

Theano CPU and GPU versions of the hierarchical softmax.

handwriting

Conditional handwriting generation in Theano

lasagne

neural network tools for Theano

meg

raccoon

Lightweight library to monitor and schedule machine learning experiments. Doesn't require any dependency and can work with any machine learning framework.

raccoon_old

Monitoring library for Theano

rnn_reader

Implementation of "Teaching Machines to Read and Comprehend" in Theano/Lasagne

scratchpad

A misc collection of thoughts and experiments.

seq2seq-pytorch

Sequence to Sequence Models with PyTorch

spikingrobots

Evolving spiking neural network controllers for virtual animats that explore and forage in unknown environments

spynet

Neural networks library on top of theano

taxi

Winning entry to the Kaggle taxi competition

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.