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concrete-numpy
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| mlcourse.ai | concrete-numpy | |
|---|---|---|
| 85 | 4 | |
| 9,390 | 226 | |
| - | 0.9% | |
| 3.4 | 4.7 | |
| 4 months ago | 11 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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mlcourse.ai
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.
What are some alternatives?
attractors - Package for simulation and visualization of strange attractors.
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GreyNSights - Privacy-Preserving Data Analysis using Pandas
liberate-fhe - A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.
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