mbavar

GA3C

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

lectures

Oxford Deep NLP 2017 course

ddpg

TensorFlow implementation of the DDPG algorithm from the paper Continuous Control with Deep Reinforcement Learning (ICLR 2016)

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

self-driving-car

The Udacity open source self-driving car project

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gan-intro

system-design-interview

System design interview for IT companies

Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

javascripting

Learn JavaScript by adventuring around in the terminal.

Data_Bootcamp

Materials for a course at NYU Stern using Python to study economic and financial data.

DataScienceCourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

Computational-statistics-with-Python

Resources for STA 633 class

roboschool

DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.

leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

BEGAN-tensorflow

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

openpilot

openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system in 275+ supported cars.

evolution-strategies-starter

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

PyTorch-Mini-Tutorials

Minimal tutorials for PyTorch

pytorch-examples

Simple examples to introduce PyTorch

DeepLearningImplementations

Implementation of recent Deep Learning papers

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

ipython-notebooks

A collection of IPython notebooks covering various topics.