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Tanimoto GP

A small library for Tanimoto kernel Gaussian processes over molecules.

For a minimal running example, see examples/logp_regression.py.

Installation

pip install tanimoto-gp

Development

# Install all deps (including dev group)
uv sync

# Install pre-commit hooks
uv run pre-commit install

# Run tests
uv run pytest

List of possible improvements

  • Cache the cholesky factorization of kernel matrix to avoid repeatedly computing this in BO

Release files for tanimoto-gp 0.1.3

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Source distribution for tanimoto-gp 0.1.3
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Table of built distributions (wheels) for tanimoto-gp 0.1.3
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tanimoto_gp-0.1.3-py3-none-any.whl Python 3 none any Details

Total release size: 110.4 kB

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Release files / tanimoto_gp-0.1.3-py3-none-any.whl

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0.1.3 This release

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