{"repo":"EderSantana/projects","free":true,"listed":false,"github":"https://github.com/EderSantana/projects","clone":"git clone https://github.com/EderSantana/projects.git","description":"things I help(ed) to build","language":null,"stars":53,"topics":["artificial-intelligence","deep-learning","self-driving-car","generative-adversarial-network","bitcoin","blockchain","reinforcement-learning","evolution-strategies"],"license":null,"category":"blockchain-web3","readme_excerpt":"projects real job (2019 - present) For the last 6 years I've been working on the recommendations team at Twitch. We've been responsible for personalizing the entire presentation on the homescreen and leftbar. I've been doing direct work and also the good ol' talking to adults to get things done together. Honestly, my fav part is training and mentoring younger team members... that academic prof in me never really left (for better or for worse xD)... minimum viable experiment series (I do that once in a while) 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 (2013 - 2017) 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 (2017) Enhance! A neural network for image superresolution. This project hit the front page of Hacker News and Trending on Github. pymerkletools (2018) 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 (2016) I trained generative adversarial and recurrent neural networks to simulate highway videos. self coloring books (2016) A segmentation network for self driving car data pipeline deep learning for self-driving cars (2016","default_branch":null,"files":null,"tree":[],"storefront":"/r/EderSantana","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/EderSantana/projects/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}