Stars
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
StarCraft II Client - protocol definitions used to communicate with StarCraft II.
An optimizer that trains as fast as Adam and as good as SGD.
On the Variance of the Adaptive Learning Rate and Beyond
DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.
Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch
Simulation of spiking neural networks (SNNs) using PyTorch.
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.
Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
Generative Grasping CNN from "Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach" (RSS 2018)
Python library to control a robot from 'Universal Robots' http://www.universal-robots.com/
An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.
Code for "One-Shot Visual Imitation Learning via Meta-Learning"
Neural Turing Machine (NTM) & Differentiable Neural Computer (DNC) with pytorch & visdom
PyTorch Implementation of REINFORCE for both discrete & continuous control
Replicating "Understanding disentangling in β-VAE"