Name: Eder Santana
Type: User
Company: University of Florida
Bio: machine learning scientist, contributor of Keras, from 🇧🇷 , work history: @twitchtv (current) , Toyota Research Institute , @commaai , @apple
Twitter: edersantana
Location: Mountain View, CA | São Luís, Brazil
Blog: aihype.com
Eder Santana's Projects
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.
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
Autocorrentropy function calculation and experiments
A curated list of awesome Deep Learning tutorials, projects and communities.
Awesome Distributed Machine Learning Frameworks
Curated list to learn the math basics for machine learning
bidirectional lstm
A Theano framework for building and training neural networks
Examples and scripts using Blocks
Contributions related to mila-udem/blocks and bartvm/fuel libraries
Best Technical Blog NA+BR
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
A tensorflow implementation of Deep Convolutional Generative Adversarial Networks
Theano-based implementation of Deep Q-learning
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
Deep Learning presentation and live coding demo
dotfiles
:wrench: .files, including ~/.osx — sensible hacker defaults for OS X
Code for Adaptive Filters classes
emoji terminal output for Python
Evolution Strategies Tool
minimum viable experiment using evolution strategy to play catch
Crop faces in parallel using OpenCV
A data pipeline framework for machine learning
Library for implementing RNNs with Theano