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Probabilistic factor models for spatially correlated data. Includes nonnegative and real-valued versions.

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willtownes/spatial-factorization-py

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spatial-factorization-py

Probabilistic factor models for spatially correlated data. Includes nonnegative and real-valued versions.

Installation

From github:

pip install git+https://github.com/willtownes/spatial-factorization-py.git#egg=spatial-factorization

Pypi coming soon.

Usage

import spatial_factorization
help(spatial_factorization.ModelTrainer)
help(spatial_factorization.SpatialFactorization)

Development

Building locally with hatch

First make sure that the right tools are installed:

pip install hatch
pip install keyrings.alt

Then build with hatch:

hatch build

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Probabilistic factor models for spatially correlated data. Includes nonnegative and real-valued versions.

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