concrete-numpy
data-science-ipython-notebooks
concrete-numpy | data-science-ipython-notebooks | |
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4 | 1 | |
226 | 26,514 | |
- | - | |
4.7 | 0.0 | |
9 days ago | about 2 months ago | |
Python | Python | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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concrete-numpy
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[P] ML over Encrypted Data
Hi everyone, we have developed a library that applies numpy functions over encrypted data (using homomorphic encryption). The repo is available in open source at https://github.com/zama-ai/concrete-numpy
- Compile NumPy Functions to Their Fully Homomorphic Encryption (FHE) Equivalents
- Concrete Numpy: compile various Numpy functions into their Fully Homomorphic Encryption (#FHE) equivalents.
- Concrete-Numpy: Data Science and Machine Learning over encrypted data.
data-science-ipython-notebooks
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Beginner in Python for Data Science
data science ipython notebooks
What are some alternatives?
concrete-ml - Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.
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fugue - A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
liberate-fhe - A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.
kmodes - Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
python-fhez
sports-betting - Collection of sports betting AI tools.
heflow - Open source platform for the privacy-preserving machine learning lifecycle
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