MCPcopy Index your code
hub / github.com/JianXu95/FedPAC

github.com/JianXu95/FedPAC @main

Chat with this repo
repository ↗ · DeepWiki ↗ · + Follow
92 symbols 230 edges 13 files 19 documented · 21%
What it actually does AI analysis from the code graph — generated when you open this
loading…
README

FedPAC

Simplified Implementation of FedPAC for PFL

Personalized Federated Learning with Feature Alignment and Classifier Collaboration (ICLR 2023)

Core symbols most depended-on inside this repo

cifar_iid
called by 6
data_loader.py
cifar_noniid_s
called by 6
data_loader.py
local_training
called by 5
methods/fedavg.py
average_weights_weighted
called by 4
tools.py
mnist_iid
called by 4
data_loader.py
local_test
called by 4
methods/fedavg.py
local_test
called by 4
methods/fedper.py
update_local_model
called by 3
methods/fedavg.py

Shape

Function 42
Method 42
Class 8

Languages

Python100%

Modules by API surface

data_loader.py22 symbols
tools.py16 symbols
methods/fedpac.py12 symbols
models/cnn.py10 symbols
methods/fedper.py7 symbols
methods/fedavg.py7 symbols
running.py6 symbols
methods/lg_fedavg.py6 symbols
methods/local.py4 symbols
options.py1 symbols
methods/__init__.py1 symbols

For agents

$ claude mcp add FedPAC \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact