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Exhaustive Search with Bayesian Model Averaging

Project description

Exhaustive Search with Bayesian Model Averaging (ExhBMA)

Installation

pip install exhbma

Documentation

User documentation is available here. You can try sample notebooks in the tutorials directory.

Reference paper

If you use this package in your research, please cite the following paper where the package was originally introduced: "Data integration for multiple alkali metals in predicting coordination energies based on Bayesian inference".

BibTeX entry:

@article{obinata2022data,
  title={Data integration for multiple alkali metals in predicting coordination energies based on Bayesian inference},
  author={Obinata, Koki and Nakayama, Tomofumi and Ishikawa, Atsushi and Sodeyama, Keitaro and Nagata, Kenji and Igarashi, Yasuhiko and Okada, Masato},
  journal={Science and Technology of Advanced Materials: Methods},
  volume={2},
  number={1},
  pages={355--364},
  year={2022},
  publisher={Taylor \& Francis}
}

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