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YF's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

detic icon detic

Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".

dopamine icon dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

ffmpeg-tools icon ffmpeg-tools

A collection of commands to use ffmpeg to do simple video clips

hmm icon hmm

A simple implementation of hidden markov model

libero icon libero

Benchmarking Knowledge Transfer in Lifelong Robot Learning

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid, scalable and reproducible ML experimentation with best practices. ⚡🔥⚡

lwr icon lwr

locally weighted regression

mini-preview icon mini-preview

jQuery plugin for adding live mini-previews to links on hover.

multiagent-particle-envs icon multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

open3d icon open3d

Open3D: A Modern Library for 3D Data Processing

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