Eder Santana

seya. Bringing up some extra Cosmo to Keras.

awesomeMLmath. Curated list to learn the math basics for machine learning

gumbel. Gumbel-Softmax Variational Autoencoder with Keras

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

projects. things I help(ed) to build

X. X is a temporary name, but here lies RL

Awesome-Distributed-ML. Awesome Distributed Machine Learning Frameworks

EvolutionMVE. minimum viable experiment using evolution strategy to play catch

KerasPlaysCatch. Single file RL example with Keras

hubot-recognizer. Hubot + deep learning = image classification

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

deeplivecoding. Deep Learning presentation and live coding demo

keras_udrl. Keras implementation of Upside Down Reinforcement Learning

blog. Best Technical Blog NA+BR

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.

Python-and-Algorithms-and-Data-Structures. A comprehensive study of Algorithms & Data Structure in Python, including an "ebook" that I wrote. Several exercises and examples.

FaceCrop. Crop faces in parallel using OpenCV

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

RWTA-UCF101. Unsupervised feature extraction with RWTA for action recognition

TwistedFate. Lady TensorFlow smiling

keras. Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

DCGAN-tensorflow. A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

switch_fun. Nintendo Switch is fun

dotfiles. dotfiles

TorchWheels. [WIP] DDPGN Torcs port to Pytorch

deep_q_rl. Theano-based implementation of Deep Q-learning

rcpn. Recurrent Convolutional Predictive Networks

autocorrentropy. Autocorrentropy function calculation and experiments

PyGame-Learning-Environment. PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

attention-transfer. Improving Convolutional Networks via Attention Transfer (ICLR 2017)

prednet. Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

merkle-tools. Tools for creating Merkle trees, generating merkle proofs, and verification of merkle proofs.

zca. ZCA whitening in python

edersantana.github.io. HTML

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

reinforcejs. Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)