bedroc

• bedroc package
  • Subpackages
    • bedroc.isotope_anomalies package
      • Submodules
      • bedroc.isotope_anomalies.core module
      • Module contents
  • Submodules
  • bedroc.containers module
  • bedroc.core module
    • DataContainer
      • DataContainer.from_csv()
      • DataContainer.from_excel()
      • DataContainer.data_names
      • DataContainer.feature_columns
      • DataContainer.feature_std_columns
      • DataContainer.feature_names
      • DataContainer.n_data
      • DataContainer.n_features
      • DataContainer._compute_scaling_means()
      • DataContainer._compute_scaling_stds()
      • DataContainer._compute_standardized_data()
      • DataContainer.get_dataframe()
      • DataContainer.get_destandardized_values()
      • DataContainer.get_feature_values()
      • DataContainer.get_feature_stds()
      • DataContainer.get_covariance_matrix()
      • DataContainer.plot_pearson_correlation_coefficient()
      • DataContainer.train_test_split()
    • trim_samples()
    • resolve_path()
  • bedroc.hierarchical module
    • RANDOM_SEED
    • SAVEFIG_KWARGS
    • get_coords()
    • zero_difference_model()
    • feature_centric_hierarchical_model()
    • SyntheticDataGenerator
      • SyntheticDataGenerator.n_samples
      • SyntheticDataGenerator.n_features
      • SyntheticDataGenerator.feature_offsets
      • SyntheticDataGenerator.feature_sigma
      • SyntheticDataGenerator.random_seed
      • SyntheticDataGenerator.output_directory
      • SyntheticDataGenerator.mu_A
      • SyntheticDataGenerator.mu_B
      • SyntheticDataGenerator.X
      • SyntheticDataGenerator.X_group_idx
      • SyntheticDataGenerator.generate()
      • SyntheticDataGenerator.generate_out_of_sample_data()
  • bedroc.pca module
    • bayesian_pca()
    • PCAFactorAnalyzer
      • PCAFactorAnalyzer.n_components
      • PCAFactorAnalyzer.n_data
      • PCAFactorAnalyzer.n_features
      • PCAFactorAnalyzer.n_samples
      • PCAFactorAnalyzer.explained_variance_ratio_by_factor()
      • PCAFactorAnalyzer.explained_variance_ratio_by_feature()
      • PCAFactorAnalyzer.explained_variance_ratio_total()
      • PCAFactorAnalyzer.observed_variance_by_feature()
      • PCAFactorAnalyzer.reconstruct_data()
      • PCAFactorAnalyzer._reconstruct_variance_by_feature()
    • Analyzer
      • Analyzer.component_names
      • Analyzer.feature_names
      • Analyzer.plot_explained_variance_by_feature()
      • Analyzer.plot_explained_variance_by_factor()
  • bedroc.type_aliases module
  • Module contents
    • complex_formatter()
    • simple_formatter()
    • debug_logger()
    • debug_file_logger()