FedDAR

Federated Learning Framework

A framework for federated representation learning with domain awareness in multi-model scenarios.

GitHub

2 stars
1 watching
0 forks
last commit: almost 2 years ago

Related projects:

Repository Description Stars
haozzh/fedcr Evaluates various methods for federated learning on different models and tasks. 19
krishnap25/fl_partial_personalization A framework for federated learning with partial model personalization 2
omarfoq/fedem Develops and evaluates federated learning algorithms for personalizing machine learning models across heterogeneous client data distributions. 157
hongyouc/fed-rod Develops a framework to balance competing goals in federated learning by decoupling generic and personalized prediction tasks. 14
ibm/federated-learning-lib A framework for collaborative distributed machine learning in enterprise environments. 500
litian96/ditto A framework for personalized federated learning to balance fairness and robustness in decentralized machine learning systems. 138
codepothunter/fednp A framework for non-IID federated learning via neural propagation 6
xtra-computing/fedov Develops a framework to address label skews in one-shot federated learning by partitioning data and adapting models. 17
bytedance/feddecorr Implementation of various federated learning algorithms to mitigate dimensional collapse in heterogeneous federated learning environments 64
easyfl-ai/easyfl An easy-to-use platform for federated learning on PyTorch 9
xtra-computing/fedsim A framework that enables federated learning across multiple datasets while optimizing model performance with record similarities. 25
yutong-dai/fednh An implementation of a federated learning framework for handling data heterogeneity in decentralized settings 38
diogenes0319/fedmd_clean An implementation of a heterogenous federated learning framework using model distillation. 150
jichan3751/ifca A framework for decentralized collaborative learning across multiple clusters with efficient communication and data management strategies. 106
gingsmith/fmtl A framework for collaborative learning across multiple tasks and datasets in a distributed manner 130