data-conversion-tff
Federated learning library to convert the csv, image or text datasets into federated datasets for clients to run their edge models.
Installation
In a virtualenv (see these instructions if you need to create one):
pip3 install data-conversion-tff
Dependencies
- tensorflow
- tensorflow-addons
- tensorboard-data-server
- typing-extensions
- tensorboard-plugin-profile
- tensorflow-privacy
- attr
- portpicker
- tqdm
- pyasn1
- google-auth
- markupsafe
- scipy
- rsa
- keras-preprocessing
- semantic-version
- grpcio
- keras-nightly
- importlib-metadata
- pytz
- zipp
- gast
- nest-asyncio
- opt-einsum
- pillow
- google-auth-oauthlib
- importlib-resources
- markdown
- python-dateutil
- wrapt
- termcolor
- tensorflow-datasets
- certifi
- gviz-api
- toml
- requests-oauthlib
- promise
- pyasn1-modules
- tensorboard
- werkzeug
- urllib3
- attrs
- threadpoolctl
- numpy
- oauthlib
- retrying
- tensorflow-federated
- joblib
- idna
- charset-normalizer
- tensorflow-estimator
- requests
- cachetools
- google-pasta
- mpmath
- protobuf
- colorama
- googleapis-common-protos
- six
- scikit-learn
- h5py
- pandas
- tb-nightly
- tensorboard-plugin-wit
- tensorflow-metadata
- tensorflow-model-optimization
- typeguard
- astunparse
Releases
| Version | Released | Bookworm Python 3.11 |
Trixie Python 3.13 |
Files |
|---|---|---|---|---|
| 1.0 | 2022-07-28 | |||
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