Switch branches/tags
Nothing to show
Clone or download
eder
Latest commit e637ec9 Jan 28, 2018
Permalink
Failed to load latest commit information.
images add links to MVE series Jan 28, 2018
README.md add links to MVE series Jan 28, 2018

README.md

projects

minimum viable experiment series

Like single file experiments to trully grok things? I got you with Reinforcement Learning and Evolution Stratagies tutorials.

generative models and unsupervised learning for videos

I wrote Recurrent Winner-Take-All and Perception Updating Networks. Those methods show how to learn features by exploiting temporal context and to predict future frames in a video (think video compressor or robot planning).

subpixel


Enhance! A neural network for image superresolution. This project hit the front page of Hacker News and Trending on Github.

pymerkletools

I love bitcoin and blockchain! I wrote Tierion's pymerkletools for creating Merkle trees, generating merkle proofs, and verification of merkle proofs.

learning a driving simulator

I trained generative adversarial and recurrent neural networks to simulate highway videos.

self coloring books

A segmentation network for self driving car data pipeline

deep learning for self-driving cars

CNN+RNN model for deciding where the car should go during Summer at comma.ai

EEG analysis for Brain Machine Interface

I wrote the CSP pipeline for EEG analysis in Theano and fine-tuned everything end-to-end. I could've won BCI competition 2 T_T

Information Theoretic Learning Autoencoders

I want to use deep information theoretic learning to compress and make images look pretty.

RGB-D object recognition

I trained convnets to recognize objects in 3D when interning with Paracosm.io

ECG analysis

My undergrad and master research was on blind source extraction. We had ECG recordings from a pregnant woman and we had to separate the ECG signal of the fetus from the signal of the woman. I used kernels methods back then. You kids don't know that anymore, but kernels used to be cool.

Keras contributor


Keras' community is awesome! I contribute with both Tensorflow and Theano code to the source. Some advanced contributions include Neural Turing Machines and Spatial Transformer Networks.

Hubot Recognizer

I put some deep learning on Slack

deep learning with python

video course about deep learning. Mostly using Keras and Theano.

publications

papers, in the end of the day I write machine learning papers for a living