API Reference

This page contains auto-generated API reference documentation [1].

• mleko
  • mleko.cache
    • mleko.cache.fingerprinters
      • mleko.cache.fingerprinters.base_fingerprinter
      • mleko.cache.fingerprinters.callable_source_fingerprinter
      • mleko.cache.fingerprinters.csv_fingerprinter
      • mleko.cache.fingerprinters.json_fingerprinter
      • mleko.cache.fingerprinters.optuna_pruner_fingerprinter
      • mleko.cache.fingerprinters.optuna_sampler_fingerprinter
      • mleko.cache.fingerprinters.vaex_fingerprinter
    • mleko.cache.handlers
      • mleko.cache.handlers.base_cache_handler
      • mleko.cache.handlers.joblib_cache_handler
      • mleko.cache.handlers.json_cache_handler
      • mleko.cache.handlers.pickle_cache_handler
      • mleko.cache.handlers.string_cache_handler
      • mleko.cache.handlers.vaex_cache_handler
    • mleko.cache.cache_mixin
    • mleko.cache.lru_cache_mixin
  • mleko.dataset
    • mleko.dataset.convert
      • mleko.dataset.convert.base_converter
      • mleko.dataset.convert.csv_to_vaex_converter
    • mleko.dataset.export
      • mleko.dataset.export.base_exporter
      • mleko.dataset.export.local_exporter
      • mleko.dataset.export.s3_exporter
    • mleko.dataset.feature_select
      • mleko.dataset.feature_select.base_feature_selector
      • mleko.dataset.feature_select.composite_feature_selector
      • mleko.dataset.feature_select.invariance_feature_selector
      • mleko.dataset.feature_select.missing_rate_feature_selector
      • mleko.dataset.feature_select.pearson_correlation_feature_selector
      • mleko.dataset.feature_select.variance_feature_selector
    • mleko.dataset.filter
      • mleko.dataset.filter.base_filter
      • mleko.dataset.filter.expression_filter
      • mleko.dataset.filter.imblearn_resampling_filter
    • mleko.dataset.ingest
      • mleko.dataset.ingest.base_ingester
      • mleko.dataset.ingest.kaggle_ingester
      • mleko.dataset.ingest.s3_ingester
    • mleko.dataset.split
      • mleko.dataset.split.base_splitter
      • mleko.dataset.split.expression_splitter
      • mleko.dataset.split.random_splitter
    • mleko.dataset.transform
      • mleko.dataset.transform.base_transformer
      • mleko.dataset.transform.composite_transformer
      • mleko.dataset.transform.expression_transformer
      • mleko.dataset.transform.frequency_encoder_transformer
      • mleko.dataset.transform.label_encoder_transformer
      • mleko.dataset.transform.max_abs_scaler_transformer
      • mleko.dataset.transform.min_max_scaler_transformer
    • mleko.dataset.data_schema
  • mleko.model
    • mleko.model.tune
      • mleko.model.tune.base_tuner
      • mleko.model.tune.optuna_tuner
    • mleko.model.base_model
    • mleko.model.lgbm_model
  • mleko.pipeline
    • mleko.pipeline.steps
      • mleko.pipeline.steps.convert_step
      • mleko.pipeline.steps.export_step
      • mleko.pipeline.steps.feature_select_step
      • mleko.pipeline.steps.filter_step
      • mleko.pipeline.steps.ingest_step
      • mleko.pipeline.steps.model_step
      • mleko.pipeline.steps.split_step
      • mleko.pipeline.steps.transform_step
      • mleko.pipeline.steps.tune_step
    • mleko.pipeline.data_container
    • mleko.pipeline.pipeline
    • mleko.pipeline.pipeline_step
  • mleko.utils
    • mleko.utils.custom_logger
    • mleko.utils.decorators
    • mleko.utils.file_helpers
    • mleko.utils.s3_helpers
    • mleko.utils.tqdm_helpers
    • mleko.utils.vaex_helpers

[1]

Created with sphinx-autoapi