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Author:
Kibaek Kim <kimk@anl.gov>, Minseok Ryu <minseok.ryu@asu.edu>, Youngdae Kim <youngdae@anl.gov>, Hieu Hoang <thoang@anl.gov>, Zachary Ross <zross@anl.gov>, Zilinghan Li <zilinghan.li@anl.gov>, Sang-il Yim <yim@anl.gov>, Shourya Bose <shbose@ucsc.edu>, Shilan He <shilanh2@illinois.edu>, Grant Wilkins <gfw27@cam.ac.uk>, Ravi Madduri <madduri@anl.gov>
Summary:
An open-source package for privacy-preserving federated learning
Latest version:
1.10.0
Required dependencies:
blosc
|
boto3
|
botocore
|
colorama
|
globus-compute-endpoint
|
globus-compute-sdk
|
globus-sdk
|
grpcio
|
grpcio-tools
|
lz4
|
matplotlib
|
numpy
|
omegaconf
|
opacus
|
pandas
|
piq
|
proxystore
|
python-xz
|
ray
|
scikit-learn
|
seaborn
|
torch
|
wandb
|
zfpy
|
zstd
Optional dependencies:
black
|
build
|
fastparquet
|
furo
|
jupyter
|
monai
|
mpi4py
|
myst-parser
|
nbsphinx
|
opencv-python
|
pyarrow
|
pydata-sphinx-theme
|
pytest
|
pytest-mpi
|
sphinx
|
sphinx-contributors
|
sphinx-copybutton
|
sphinx-design
|
sphinx_rtd_theme
|
tensorboard
|
torchvision
|
tqdm
|
twine
|
wget
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