h2o_sonar.methods package

Subpackages

• h2o_sonar.methods.core package
  • Submodules
  • h2o_sonar.methods.core.method module
    • FeatureTypes
      • FeatureTypes.DEFAULT_DATE_FEATURE_FORMAT
      • FeatureTypes.KEY_CATEGORICAL_FEATURES
      • FeatureTypes.KEY_CATNUM_FEATURES
      • FeatureTypes.KEY_DATE_FEATURES
      • FeatureTypes.KEY_DATE_FEATURES_FORMAT
      • FeatureTypes.KEY_DATE_TIME_FEATURES
      • FeatureTypes.KEY_ID_FEATURES
      • FeatureTypes.KEY_IMAGE_FEATURES
      • FeatureTypes.KEY_NUMERIC_FEATURES
      • FeatureTypes.KEY_QUANTILE_BINS
      • FeatureTypes.KEY_TEXT_FEATURES
      • FeatureTypes.KEY_TIME_FEATURES
    • FeaturesMetadata
      • FeaturesMetadata.add()
      • FeaturesMetadata.categorical_features
      • FeaturesMetadata.categorical_numeric_features
      • FeaturesMetadata.create_blank_dict()
      • FeaturesMetadata.date_features
      • FeaturesMetadata.date_time_features
      • FeaturesMetadata.empty()
      • FeaturesMetadata.format_date_features
      • FeaturesMetadata.get()
      • FeaturesMetadata.id_features
      • FeaturesMetadata.image_features
      • FeaturesMetadata.numeric_features
      • FeaturesMetadata.qtile_binning_features
      • FeaturesMetadata.set()
      • FeaturesMetadata.text_features
      • FeaturesMetadata.time_features
      • FeaturesMetadata.to_dict()
      • FeaturesMetadata.to_json()
    • Method
      • Method.DEFAULT_GRID_RESOLUTION
      • Method.KEY_CAT_WITH_NUM_BIN
      • Method.LABEL_PREFIX_CLASS
      • Method.LABEL_REGRESSION
      • Method.MISSING_VALUES
      • Method.create_date_aware_bins()
      • Method.diagnostics
      • Method.explain()
      • Method.interpretable_model
      • Method.is_missing_value()
      • Method.method_name
      • Method.method_type
      • Method.opt_import_err_msg()
  • h2o_sonar.methods.core.stats module
    • KolmogorovSmirnovResult
      • KolmogorovSmirnovResult.p_value
      • KolmogorovSmirnovResult.p_value_method
      • KolmogorovSmirnovResult.same_distribution
      • KolmogorovSmirnovResult.statistic
    • jensen_shannon_divergence()
    • kolmogorov_smirnov()
    • wasserstein_distance()
  • Module contents
• h2o_sonar.methods.utils package
  • Submodules
  • h2o_sonar.methods.utils.fairness_utils module
    • check_cm_input()
    • check_dia_input()
    • check_frame()
    • check_frame_type()
    • cm_exp_parser()
    • get_binary_metric_dict()
    • get_group_levels()
    • get_metrics_list()
    • get_prroc_dt()
    • get_r2_rmse()
    • get_reg_metrics_list()
    • mean_squared_error()
    • r_squared()
    • root_mean_squared_error()
    • smd_multinomial()
    • squared_error()
  • h2o_sonar.methods.utils.h2o_utils module
    • assert_is_type()
    • clean_up_h2o3()
    • connect_to_h2o3()
    • ensure_h2o3_running()
    • h2o_find_free_port()
    • h2o_init()
    • h2o_to_dt()
    • is_h2o3_running()
    • kill_h2o3()
    • preprocess_h2o3_data()
    • start_h2o3()
    • to_h2oframe()
    • upload_data()
  • h2o_sonar.methods.utils.histogram module
    • HistogramBackend
      • HistogramBackend.MLI
    • find_nan_index()
    • has_nan()
    • histogram_data()
  • Module contents

Module contents