Python-fhez Alternatives

Similar projects and alternatives to python-fhez

Numba

124 9,452 9.9 Python python-fhez VS Numba

NumPy aware dynamic Python compiler using LLVM
concrete-numpy

4 226 4.7 Python python-fhez VS concrete-numpy

Discontinued Concrete-Numpy: A library to turn programs into their homomorphic equivalent.
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better python-fhez alternative or higher similarity.

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python-fhez reviews and mentions

Posts with mentions or reviews of python-fhez. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-11.

[P] Python-FHEz Fully Homomorphically Encrypted Deep Learning Library
2 projects | /r/MachineLearning | 11 Feb 2022

- You can find Python-FHEz here: https://gitlab.com/deepcypher/python-fhez
[P] ML over Encrypted Data
2 projects | /r/MachineLearning | 10 Feb 2022

Hey now I can't say anything about concrete, but from my experience with MS-SEAL it is an order of magnitude slower on cyphertexts than the straight addition or multiplication on the plaintext message. You can try it out using one of my own libraries in a jupyter notebook here: https://gitlab.com/deepcypher/python-fhez/ in the examples directory, on Fashion-MNIST (for how see: https://python-fhez.readthedocs.io/en/latest/examples.html) . I am working on a sister project using go and lattigo to see if I can improve performance as the real problem is not only is FHE slower but wrapping it in a language like python with numpy custom containers (which is also what concrete does AFAIK) adds probably even more time and lots of space too!