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Author:
FedML Team
License:
Apache 2.0
Summary:
A research and production integrated edge-cloud library for federated/distributed machine learning at anywhere at any scale.
Latest version:
0.9.6
Required dependencies:
aiohttp
|
attrdict
|
attrs
|
boto3
|
cachetools
|
chardet
|
click
|
dill
|
docker
|
fastapi
|
fastapi-cli
|
gensim
|
geventhttpclient
|
gputil
|
graphviz
|
h5py
|
httpx
|
matplotlib
|
multiprocess
|
networkx
|
ntplib
|
numpy
|
onnx
|
paho-mqtt
|
pandas
|
prettytable
|
protobuf
|
py-machineid
|
pydantic
|
pytest
|
pytest-mock
|
python-dotenv
|
python-rapidjson
|
pyyaml
|
redis
|
requests
|
scikit-learn
|
smart-open
|
sqlalchemy
|
toposort
|
torch
|
torchvision
|
tqdm
|
tritonclient
|
typer
|
typing_extensions
|
tzlocal
|
uvicorn
|
wandb
|
wget
Optional dependencies:
accelerate
|
datasets
|
deepspeed
|
einops
|
evaluate
|
grpcio
|
mpi4py
|
mxnet
|
ninja
|
packaging
|
peft
|
safetensors
|
sentencepiece
|
spacy
|
tenseal
|
tensorflow
|
tensorflow_datasets
|
tensorflow_federated
|
transformers
|
zstandard
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