LiangTengwen's repositories
PFLlib
Personalized federated learning simulation platform with non-IID and unbalanced dataset
HtFL
You only need to configure one file to support model heterogeneity scenarios.
offsite-tuning
Offsite-Tuning: Transfer Learning without Full Model
FCCL
TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and Be Yourself in Heterogeneous Federated Learning
oceanbase-2023
OceanBase is an enterprise distributed relational database with high availability, high performance, horizontal scalability, and compatibility with SQL standards.
miniob-2023-pub
MiniOB is a compact database that assists developers in understanding the fundamental workings of a database.
MIT6.S081-2020-labs
MIT6.S081实验官方纯净源代码以及我为此制作的开箱即用的实验环境（部署后即可以用web端的Vscode进行实验），转载于MIT官方仓库git clone git://g.csail.mit.edu/xv6-labs-2020，由于GitHub上没有放出2020版本的MIT6.S081的实验源代码仓库，故在此转载一下，方便大家Fork，也方便我自己使用
Federated-Class-Continual-Learning
This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)
FCIL
This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.
FedSpace
PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Workshop on Federated Learning for Computer Vision (FedVision).
pretraining-with-human-feedback
Code accompanying the paper Pretraining Language Models with Human Preferences
GradMA
GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting
FedML
FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).
FATE
An Industrial Grade Federated Learning Framework
portfolio-v2
V2 of my portfolio
cvxbook_additional_exercises
fork. (Additional exercises and data for EE364a. No solutions; for public consumption. )
Admin-Dashboard
Admin Dashboard created using CSS Grid Layout
calculator
Calculator created with HTML, CSS and JS.
FedWeIT
This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer