Python 2 Jupyter Notebook 1

Application 41 Fully Asynchronous 22 Hierarchical or Tier-based 11 Libraries(Which support Asynchronous Federated Learning) 5 Heterogeneous 4 K-Asynchronous or Semi-Asynchronous 4 Fairness 2 Survey 2 General Federated Learning 2 Privacy-Preserving 1 Vertical Asynchronous Federated Learning 1 Theory 1 Asynchronous Federated Increment Learning 1 Benchmarks 1 Model Heterogeneous 1

2018 59 2021 16 2020 8 2022 7 2023 6 2019 3

federated-learning 3 pytorch 2 deep-learning 2 python 2 machine-learning 2 federated-learning-framework 2 pytorch-federated-learning 1 fedlab 1 syft 1 secure-computation 1 privacy 1 cryptography 1 fedhf 1 distributed-machine-learning 1