Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.
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Published by andrei-stoian-zama about 2 years ago
Concrete-ML now gives the user the possibility to deploy models in a client-server setting, separating encryption and decryption from execution, which can now be done by a remote machine. The release also adds support for new models and for new neural network layers, but also allows importing ONNX directly, thus supporting some keras/tensorflow models. Furthermore, this release provides some support for importing Quantization Aware Training neural networks, which contain quantizers in the operation graph and can be built with brevitas.
Docker Image: zamafhe/concrete-ml:v0.3.0
pip: https://pypi.org/project/concrete-ml/0.3.0
Documentation: https://docs.zama.ai/concrete-ml
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)Published by bcm-at-zama about 2 years ago
Fixing issues to updates in some dependancies that we used with a not-fixed version
Docker Image: zamafhe/concrete-ml:v0.2.1
pip: https://pypi.org/project/concrete-ml/0.2.1
Documentation: https://docs.zama.ai/concrete-ml
4dd46cf
)fa90586
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)Published by jfrery over 2 years ago
Use Concrete Numpy 0.5.
Add multi-class classification to XGBoost.
Fixing some minor broken links or issues.
Docker Image: zamafhe/concrete-ml:v0.2.0
pip: https://pypi.org/project/concrete-ml/0.2.0
Documentation: https://docs.zama.ai/concrete-ml/ (old link https://docs.zama.ai/concrete-ml/0.2.0 has been moved)
run
method is renamed to encrypt_run_decrypt
after changes in Concrete-Numpy 0.5.0. Individual APIs to encrypt/run/decrypt separately will be available in a further release of Concrete-MLecbb26e
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)set_version_and_push
command to the makefile (ab853c2
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).forward_fhe.run()
has been renamed into .forward_fhe.encrypt_run_decrypt()
(ecbb26e
)f1bafff
)Published by bcm-at-zama over 2 years ago
Use Concrete Numpy 0.4.
Fixing some minor broken links or issues.
Docker Image: zamafhe/concrete-ml:v0.1.1
pip: https://pypi.org/project/concrete-ml/0.1.1
Documentation: https://docs.zama.ai/concrete-ml/0.1.1
6f9651e
)27839be
)349c947
)Published by bcm-at-zama over 2 years ago
First release of Concrete-ML package
Docker Image: zamafhe/concrete-ml:v0.1.0
pip: https://pypi.org/project/concrete-ml/0.1.0
Documentation: https://docs.zama.ai/concrete-ml/0.1.0
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