Jovan Sardinha's starred repositories
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
transformer
A TensorFlow Implementation of the Transformer: Attention Is All You Need
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
Learned-Indexes
Implementation of BTree part for paper 'The Case for Learned Index Structures'
google-research
Google Research
index-baselines
Simple baselines for "Learned Indexes"
speed-challenge-2017
Explore how well deep neural networks perform at predicting vehicle speed given just visual data (dashcam video) containing highway and suburban driving.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
roboschool
DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.
python-patterns
A collection of design patterns/idioms in Python
CarND-LaneLines-P1
Lane Finding Project for Self-Driving Car ND
self-driving-car-nd
Udacity's Self-Driving Car Nanodegree project files and notes.
self-driving-car
The Udacity open source self-driving car project
evolution-strategies-exploration
Contains implementation of: Tim Salimans Et al. “Evolution Strategies as a Scalable Alternative to Reinforcement Learning”. Arxiv.org. https://arxiv.org/pdf/1703.03864.pdf.
tensorflow-word2vec-ops
Contains Tensorflow ops for model described in: (Mikolov, et. al.) Efficient Estimation of Word Representations in Vector Space, ICLR 2013.
mercedes-benz-greener-manufacturing
Cut the time a Mercedes-Benz spends on the test bench
Kaggle-Ensemble-Guide
Code for the Kaggle Ensembling Guide Article on MLWave
kaggle_pbr
My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams.