vlongle

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

mplcyberpunk

"Cyberpunk style" for matplotlib plots

awesome-imbalanced-learning

😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

ai2thor

An open-source platform for Visual AI.

nvim

My neovim config

ManiSkill

SAPIEN Manipulation Skill Framework, a GPU parallelized robotics simulator and benchmark

RecNN

Reinforced Recommendation toolkit built around pytorch 1.7

alfred

ALFRED - A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

procthor

🏘️ Scaling Embodied AI by Procedurally Generating Interactive 3D Houses

pytorch-ood

👽 Out-of-Distribution Detection with PyTorch

Sequoia

The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.

pythresh

Outlier Detection Thresholding

python-fretboard

:guitar: :notes: :snake: :boom:

gym

An improvement of CarRacing-v0 from OpenAI Gym in order to make the environment complex enough for Hierarchical Reinforcement Learning

ManiSkill-Learn

ManiSkill-Learn is a framework for training agents on SAPIEN Open-Source Manipulation Skill Challenge (ManiSkill Challenge), a physics-rich manipulation skill benchmark with large-scale demonstrations.

sugarl

Code for NeurIPS 2023 paper Active Vision Reinforcement Learning with Limited Visual Observability

cups-rl

Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"

CompoSuite

Official release of CompoSuite, a compositional RL benchmark

thortils

Utility functions when working with Ai2-THOR. Try to do one thing once.

mini_behavior

MiniGrid Implementation of BEHAVIOR Tasks

cluster_tutorials

Generic slurm tutorials that explain intricacies of the cluster as implemented

CapsNet_PyTorch

A Capsule Network implementation in pytorch with the FashionMNIST dataset.

pycolorpalette

Aesthetic color schemes for matplotlib and pther python plotting tools

docker-ml-example

Example repo on setting up Docker containers for ML experiments

butler

Robotics Butler

learning-hive

ManiSkill2

This repo has moved to https://github.com/haosulab/ManiSkill