Package · PyPI

concrete-ml

PyPI · v1.9.0 · BSD-3-Clause-Clear

Concrete ML is an open-source set of tools which aims to simplify the use of fully homomorphic encryption (FHE) for data scientists.

Tentative categories were assigned with moderate confidence (0.5 to 0.75): they are shown, but they do not count toward a category’s momentum. How categories work

Install

pip install concrete-ml

Adoption

Adoption
Not published by PyPI
Not published
Popularity
Not published by PyPI
Not published
Dependents
Not published by PyPI
Not published
Maintenance
0.30
DerivedRelease cadence and recency, 0 to 1
Releases per year
10
31 versions over its life

Growth by period

PyPI publishes no adoption figure, so there is no growth to derive. Nothing is estimated in its place.

7 days
Not published by PyPI
Not published
30 days
Not published by PyPI
Not published
90 days
Not published by PyPI
Not published
1 year
Not published by PyPI
Not published

Adoption history

Adoption history

PyPI publishes no adoption count, so there is no history to chart. That is a fact about the registry, not a gap in ours: the package’s releases and maintenance are measured instead.

Facts from the registry

Latest version
v1.9.0
31 versions
First published
APR 4, 2022
Last release
APR 5, 2025
19mo ago
Licence
BSD-3-Clause-Clear

Repository

In the Crest catalog

zama-ai/concrete-ml

Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.

Stars
1.5K
Forks
201
Language
Python
Last push
3mo ago
Last release
19mo ago

Linked by the package’s own registry metadata.GitHub (opens in a new tab)

Dependencies latest version · v1.9.0

Runtime 18

  • brevitas==0.10.2
  • concrete-ml-extensions==0.1.9
  • concrete-python==2.10.0
  • hummingbird-ml==0.4.11
  • numpy==1.23.5
  • onnx==1.17.0
  • onnxoptimizer==0.3.13
  • onnxruntime==1.18
  • pandas==2.0.3
  • protobuf==3.20.3
  • scikit-learn==1.1.3
  • scipy==1.10.1
  • setuptools==75.3.0
  • skops==0.5.0
  • skorch==0.11.0
  • torch==2.2.2
  • typing-extensions<5.0.0,>=4.5.0
  • xgboost==1.6.2

Related news

No published news event mentions this package or its repository yet.