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Nada-Numpy is a Python library designed for algebraic operations on NumPy-like array objects on top of Nada DSL and Nillion Network.

Project description

Nada-Numpy

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Nada-Numpy is a Python library designed for algebraic operations on NumPy-like array objects on top of Nada DSL and Nillion Network. It provides a simple and intuitive interface for performing various algebraic computations, including dot products, element-wise operations, and stacking operations, while supporting broadcasting similar to NumPy arrays.

Features

Use Numpy Array Features

  • Dot Product: Compute the dot product between two NadaArray objects.
  • Element-wise Operations: Perform element-wise addition, subtraction, multiplication, and division with broadcasting support.
  • Stacking: Horizontally and vertically stack arrays.

Use Decimal Numbers in Nada

  • Rational Number Support: Our implementation of Rational and SecretRational allows the use of simplified implementations of decimal numbers on top of Nillion.

Installation

Using pip

pip install nada-numpy

From Sources

You can install the nada-numpy library using Poetry:

git clone https://github.com/NillionNetwork/nada-numpy.git
pip3 install ./nada-numpy

Testing

To test that the version installed works as expected, you can use poetry as follows:

poetry install
poetry run pytest

License

This project is licensed under the Apache2 License. See the LICENSE file for details.

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