PyTorch Sphinx Theme

An awesome & curated list of best LLMOps tools for developers

Convert VOC format XMLs to COCO format json

A framework for implementing federated learning

Code for Which Tasks Should Be Learned Together in Multi-task Learning?

Leaf: A Benchmark for Federated Settings

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

Code for ACMMM 2020 paper - Performance Optimization for Federated Person Re-identification via Benchmark Analysis

Federated Optimization in Heterogeneous Networks (MLSys '20)

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients

Oort: Efficient Federated Learning via Guided Participant Selection

A Bottom-Up Clustering Approach to Unsupervised Person Re-identification, AAAI 2019 (Oral)

The official implementation for paper "Camera-aware Proxies for Unsupervised Person Re-Identification".

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.