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Matthew A. Wright's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

beats icon beats

BErkeley Advanced Transportation Simulator

carla icon carla

Open-source simulator for autonomous driving research.

checkmate icon checkmate

Training neural networks in TensorFlow 2.0 with 5x less memory

erdos icon erdos

Elastic Robot Dataflow Operating System

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flow icon flow

Computational framework for reinforcement learning in traffic control

keras-gat icon keras-gat

Keras implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

memcnn icon memcnn

PyTorch Framework for Developing Memory Efficient Deep Invertible Networks

model-elements icon model-elements

Library for networks and their elements, data profiles, scenarios, etc.

pylot icon pylot

Autonomous driving platform running on the CARLA simulator

pytorch_sparse icon pytorch_sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

ray icon ray

A fast and simple framework for building and running distributed applications.

smac icon smac

SMAC: The StarCraft Multi-Agent Challenge

trax icon trax

Trax — your path to advanced deep learning

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