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Collection of machine learning models for Tensorus.

Project description

tensorus-models

This repository provides a collection of machine learning models that extend the core Tensorus project. The models live under the tensorus.models namespace and rely on utilities from the main tensorus repository (for example tensorus.tensor_storage).

Installation

Install the package in editable mode while in the repository directory:

pip install -e .

When published on PyPI you will also be able to install it with:

pip install tensorus-models

Example

from tensorus.models import LinearRegressionModel

Running Tests

The tests require the core tensorus package so that tensorus.tensor_storage can be imported. Either clone the main repository and install it, or install it from PyPI:

# Option 1: clone Tensorus
git clone https://github.com/tensorus/tensorus
pip install -e tensorus

# Option 2: install from PyPI
pip install tensorus

After installing tensorus and the requirements for this repository, run:

pip install -r requirements.txt
pytest

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