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adaptive_kernel_methods

Python code for Kernel LMS (KLMS) algorithm with sklearn API. We also implemented neural spike kernels. We also have KLMS and Kernel PCA for neural spike data.

async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

autocorrentropy

Autocorrentropy function calculation and experiments

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-distributed-ml

Awesome Distributed Machine Learning Frameworks

awesomemlmath

Curated list to learn the math basics for machine learning

bidirectional_rnn

bidirectional lstm

blocks

A Theano framework for building and training neural networks

blocks-examples

Examples and scripts using Blocks

blocks_contrib

Contributions related to mila-udem/blocks and bartvm/fuel libraries

blog

Best Technical Blog NA+BR

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

cuda_convnet2theano

dcgan-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

deep_q_rl

Theano-based implementation of Deep Q-learning

deepeeg

Deep learning for EEG analysis. This script was used to generate the results of the paper "Joint Optimization of Algorithmic Suites for EEG analysis" at EMBC 2014

deeplivecoding

Deep Learning presentation and live coding demo

dot

dotfiles

dotfiles

dotfiles-1

:wrench: .files, including ~/.osx — sensible hacker defaults for OS X

edersantana.github.io

eel6502

Code for Adaptive Filters classes

emoji

emoji terminal output for Python

estool

Evolution Strategies Tool

evolutionmve

minimum viable experiment using evolution strategy to play catch

facecrop

Crop faces in parallel using OpenCV

fuel

A data pipeline framework for machine learning

groundhog

Library for implementing RNNs with Theano