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Robert Clark's Projects

airsim icon airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

awesome-semantic-segmentation-pytorch icon awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

baby-a3c icon baby-a3c

A high-performance Atari A3C agent in 180 lines of PyTorch

cbt icon cbt

The Ceph Benchmarking Tool

dali icon dali

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

detoxipy icon detoxipy

A machine learning application designed to flag toxic messages

gym-super-mario-bros icon gym-super-mario-bros

An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES

megatron-lm icon megatron-lm

Ongoing research training transformer language models at scale, including: BERT & GPT-2

nemo icon nemo

NeMo: a toolkit for conversational AI

openai-gym-pytorch icon openai-gym-pytorch

Examples of reinforcement learning using PyTorch to solve the OpenAI Gym problems

prometheus icon prometheus

The Prometheus monitoring system and time series database.

ray icon ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

recipe-handler-lambda icon recipe-handler-lambda

An AWS Lambda function designed to read recipes from an S3 bucket and interact with Amazon Alexa devices

rlmania icon rlmania

Reinforcement Learning for Trackmania

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, improved implementations of reinforcement learning algorithms.

super-mario-bros-rllib icon super-mario-bros-rllib

A collection of models from the Ray Project's RLLib used to train and beat Super Mario Bros. for the NES.

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