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Update README.md (#28)
* Update README.md * Update README.md * Update README.md * Update installation.rst
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README.md

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# OpenFHE-NumPy
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[![License](https://img.shields.io/badge/License-BSD%203--Clause-blue.svg)](https://opensource.org/licenses/BSD-3-Clause)
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[![Python Versions](https://img.shields.io/badge/python-3.8%2B-blue)](https://www.python.org/)
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[![Python Versions](https://img.shields.io/badge/python-3.10%2B-blue)](https://www.python.org/)
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[![OpenFHE Version](https://img.shields.io/badge/OpenFHE-1.4.0%2B-green)](https://github.com/openfheorg/openfhe-development)
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OpenFHE-NumPy is a NumPy-like API for homomorphic encryption operations, built on top of OpenFHE. This library enables data scientists and machine learning practitioners to perform computations on encrypted data using familiar NumPy syntax.
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- **C++ compiler**: Supporting C++17 standard
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- **CMake**: Version 3.16 or newer
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- **Python**: Version 3.8 or newer
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- **Python**: Version 3.10 or newer
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- **NumPy**: Any version
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- **OpenFHE**: Any version
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- **OpenFHE Python**: Any version
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Once installed, any python example at https://github.com/openfheorg/openfhe-numpy/tree/main/examples/python can be executed.
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Note that Ubuntu LTS 20.04, 22.04, and 24.04 are currently supported. `pip uninstall` can be used to uninstall the openfhe package.
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Note that Ubuntu LTS 22.04 and 24.04 are currently supported. `pip uninstall` can be used to uninstall the openfhe package.
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## Running Tests

docs/installation.rst

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Prerequisites
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-------------
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- Python 3.8+
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- OpenFHE library (version 1.3.1+)
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- Python 3.10+
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- OpenFHE library (version 1.4.0+)
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- NumPy
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- CMake (for building from source)
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tests/README.md

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## Prerequisites
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* Python 3.8+
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* Python 3.10+
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* openfhe and openfhe_numpy installed
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* No additional test frameworks required - we use Python's built-in `unittest`
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