get_matminer_feats

get_matminer_feats#

mlproject.data.featurizer.get_matminer_feats(structures_df, n_jobs=8)[source]#

Get featurized dataframe using pymatgen structure object.

Uses MODNet featurizer which uses matminer featurizer implementations

Parameters:

  • structures_df (DataFrame) – pandas Dataframe object column named “structure”(pymatgen structures in dict format)

  • n_jobs (int) – number of parallel jobs to run for featurization

Returns:

A pandas dataframe with structure and composition based features

Return type:

DataFrame

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