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niid-bench

Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

online-continual-learning

A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).

openbackdoor

An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)

openprompt

An Open-Source Framework for Prompt-Learning.

poisonedrag

ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

pytorch-1.x-reinforcement-learning-cookbook

PyTorch 1.x Reinforcement Learning Cookbook, published by Packt

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

ramrl

RAMRL: Towards Robust On-Ramp Merging via Augmented Multimodal Reinforcement Learning

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.

removetextures

rllibsumoutils

Python3 library able to connect the RLLIB framework with the SUMO simulator.

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

solutions_to_probability_statistics

sumo-rl

An interface for Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with gym, PettingZoo and RLlib.

tfjs-examples

Examples built with TensorFlow.js

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

udlbook

Understanding Deep Learning - Simon J.D. Prince

vehicle-detection-on-poor-quality-video-using-features-matching

video-frame-reduction-in-autonomous-driving