lvkexin's repositories
PFL-Non-IID
Personalized federated learning simulation platform with Non-IID and unbalanced dataset
anonymous_github
Anonymous Github is a proxy server to support anonymous browsing of Github repositories for open-science code and data.
CDML
CDML baseline
cca_zoo
Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework
damai_ticket
大麦网抢票脚本
FedBN
[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
FedOptim
Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?
fl-text-models
Federated learning with text DNNs for DATA 591 at University of Washington.
focus
Using foundation models for privately serving personal tasks.
LISTA-CPSS
[NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*, Jialin Liu*, Zhangyang Wang and Wotao Yin.
LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
NHTP
This Matlab package solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear complementarity problems and so on.
Open-L2O
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
PlotNeuralNet
Latex code for making neural networks diagrams
research-method
论文写作与资料分享
SGCCA_2023
new
SJTUBeamer
上海交通大学 Beamer 模版 | Beamer template for Shanghai Jiao Tong University
SJTUTeX
Macro Packages and Scripts for SJTU TeX users
SSL-FL
Self-supervised federated learning for medical imaging