concrete-numpy VS liberate-fhe

Compare concrete-numpy vs liberate-fhe and see what are their differences.

concrete-numpy

Concrete-Numpy: A library to turn programs into their homomorphic equivalent. (by zama-ai)
Python tfhe homomorphic-encryption Numpy Data Science Privacy fhe

DISCONTINUED

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liberate-fhe

A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy. (by Desilo)
homomorphic-encryption Cryptography Cuda Encryption fhe gpu-accelerated homomorphic-encryption-library Privacy Python Data Science Machine Learning desilo Pytorch
Source Code
docs.desilo.ai
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concrete-numpy liberate-fhe
4 1
226 95
- -
4.7 8.0
8 days ago 3 months ago
Python Python
GNU General Public License v3.0 or later BSD 3-clause Clear License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

concrete-numpy

Posts with mentions or reviews of concrete-numpy. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-10.

liberate-fhe

Posts with mentions or reviews of liberate-fhe. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing concrete-numpy and liberate-fhe you can also consider the following projects:

concrete-ml - Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.

openfhe-development - This is the development repository for the OpenFHE library. The current (stable) version is v1.1.4 (released on March 8, 2024).

mlcourse.ai - Open Machine Learning Course

TransformerEngine - A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

sspipe - Simple Smart Pipe: python productivity-tool for rapid data manipulation

python-fhez

heflow - Open source platform for the privacy-preserving machine learning lifecycle

data-science-ipython-notebooks - Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis

concrete-numpy vs concrete-ml liberate-fhe vs openfhe-development concrete-numpy vs mlcourse.ai liberate-fhe vs TransformerEngine concrete-numpy vs sspipe concrete-numpy vs python-fhez concrete-numpy vs heflow concrete-numpy vs data-science-ipython-notebooks concrete-numpy vs orange