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mleko documentation
mleko documentation
  • API Reference
    • 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
  • Usage
  • Contributor Guide
  • Changelog
  • License
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