Nada-Algebra is a Python library designed for algebraic operations on NumPy-like array objects on top of Nada DSL and Nillion Network.
Project description
Nada-Algebra
Nada-Algebra 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
andSecretRational
allows the use of simplified implementations of decimal numbers on top of Nillion.
Installation
Using pip
pip install nada-algebra
From Sources
You can install the nada-algebra library using Poetry:
git clone https://github.com/NillionNetwork/nada-algebra.git
pip3 install poetry
poetry install nada-algebra
License
This project is licensed under the Apache2 License. See the LICENSE file for details.
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