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Kelvin Xu's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

convnet icon convnet

A GPU implementation of Convolutional Neural Nets in C++

d4rl icon d4rl

A benchmark for offline reinforcement learning.

deepnet icon deepnet

Implementation of some deep learning algorithms.

doodad icon doodad

A job launching library for docker, EC2, etc.

drq icon drq

DrQ: Data regularized Q

fuel icon fuel

A data pipeline framework for machine learning

gps icon gps

Guided Policy Search

gsn icon gsn

Efficient implementation of Generative Stochastic Networks

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

phd-thesis icon phd-thesis

I am in [research] stepped in so far that, should I wade no more, Returning were as tedious as go o'er. -MacBeth

pylearn2 icon pylearn2

A Machine Learning library based on Theano

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