EderSantana

subpixel

subpixel: A subpixel convnet for super resolution with Tensorflow

research

dataset and code for 2016 paper "Learning a Driving Simulator"

awesomeMLmath

Curated list to learn the math basics for machine 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

gumbel

Gumbel-Softmax Variational Autoencoder with Keras

projects

things I help(ed) to build

seya

Bringing up some extra Cosmo to Keras.

X

X is a temporary name, but here lies RL

keras

Deep Learning for humans

EderSantana/seya

Bringing up some extra Cosmo to Keras.

EderSantana/awesomeMLmath

Curated list to learn the math basics for machine learning

EderSantana/gumbel

Gumbel-Softmax Variational Autoencoder with Keras

EderSantana/projects

things I help(ed) to build

EderSantana/X

X is a temporary name, but here lies RL

EderSantana/Awesome-Distributed-ML

Awesome Distributed Machine Learning Frameworks

EderSantana/EvolutionMVE

minimum viable experiment using evolution strategy to play catch

EderSantana/KerasPlaysCatch

Single file RL example with Keras

EderSantana/keras_udrl

Keras implementation of Upside Down Reinforcement Learning

EderSantana/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.

EderSantana/keras

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

EderSantana/RWTA-UCF101

Unsupervised feature extraction with RWTA for action recognition

EderSantana/attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

EderSantana/char-rnn-tensorflow

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

EderSantana/DCGAN-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

EderSantana/edersantana.github.io

EderSantana/merkle-tools

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

EderSantana/prednet

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

EderSantana/PyGame-Learning-Environment

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

EderSantana/rcpn

Recurrent Convolutional Predictive Networks

EderSantana/switch_fun

Nintendo Switch is fun

EderSantana/TorchWheels

[WIP] DDPGN Torcs port to Pytorch

EderSantana/async-rl

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

EderSantana/dot

EderSantana/dotfiles-1

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

EderSantana/emoji

emoji terminal output for Python

EderSantana/estool

Evolution Strategies Tool

EderSantana/incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

EderSantana/keras_dqn

EderSantana/Merlin

NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.