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  1. Material_Informatics Material_Informatics Public

    Basic components to perform material informatics: modeling (GPR, KRR, XGB, NN, RF, linear, and ensemble learning of them), backward prediction, multi target screening, etc.

    Jupyter Notebook 2 1

  2. SciGlass-Pandas SciGlass-Pandas Public

    Code to use the SciGlass database in the original styled tables. It makes easy to link composition, property, and source data.

    Jupyter Notebook 2 3

  3. SciGlass SciGlass Public

    Forked from epam/SciGlass

    The database contains a vast set of data on the properties of glass materials.

  4. Multi-objective_optimization Multi-objective_optimization Public

    Find Pareto front using PHYSBO. This example targets 3 glass properties at the same time with visuals like a responsive surface.

    Jupyter Notebook 1

  5. DOE_and_adaptive_DOE DOE_and_adaptive_DOE Public

    Scripts to use Bayesian optimization for dynamic design of experiments (DOE) assuming the real situation.

    Jupyter Notebook 1

  6. add-Japanese-subtitles-to-mp4-videos add-Japanese-subtitles-to-mp4-videos Public

    add Japanese subtitles (supposed most accurate to date - Aug 2024) to mp4 videos

    Jupyter Notebook 1