CHANGELOG.md
LICENSE
MANIFEST.in
README.md
pyproject.toml
requirements-dev.txt
requirements.txt
setup.py
docs/ADVANCED_OPERATORS_GUIDE.md
docs/ANALISIS_COMPETENCIA_2024.md
docs/ANALISIS_MODELOS_EXPANSION.md
docs/BIG_DATA_EXAMPLES.md
docs/BIG_DATA_GUIDE.md
docs/CLI_GUIDE.md
docs/DOCUMENTATION_SUMMARY.md
docs/LAZY_EVALUATION_GUIDE.md
docs/NUEVOS_MODELOS_V2.1.md
docs/PERSISTENCE_GUIDE.md
docs/ROADMAP_GAPS_ANALYSIS.md
docs/TESTING_GUIDE.md
docs/creating_wrappers.md
docs/sklearn_learners.md
docs/sklearn_quick_reference.md
docs/LIBRO_MLPY/00_INDICE.md
docs/LIBRO_MLPY/capitulo_01_introduccion.md
docs/casos_uso/README.md
docs/casos_uso/retail_prediccion_churn.md
docs/source/concepts.rst
docs/source/conf.py
docs/source/index.rst
docs/source/installation.rst
docs/source/quickstart.rst
docs/source/tgpy_integration.rst
docs/source/api/index.rst
docs/source/api/mlpy.automl.advanced_automl.rst
docs/source/api/mlpy.automl.feature_engineering.rst
docs/source/api/mlpy.automl.meta_learning.rst
docs/source/api/mlpy.automl.rst
docs/source/api/mlpy.automl.simple_automl.rst
docs/source/api/mlpy.automl.tuning.rst
docs/source/api/mlpy.backends.base.rst
docs/source/api/mlpy.backends.dask_backend.rst
docs/source/api/mlpy.backends.numpy_backend.rst
docs/source/api/mlpy.backends.pandas_backend.rst
docs/source/api/mlpy.backends.rst
docs/source/api/mlpy.backends.vaex_backend.rst
docs/source/api/mlpy.base.rst
docs/source/api/mlpy.benchmark.rst
docs/source/api/mlpy.benchmark_advanced.rst
docs/source/api/mlpy.callbacks.base.rst
docs/source/api/mlpy.callbacks.checkpoint.rst
docs/source/api/mlpy.callbacks.early_stopping.rst
docs/source/api/mlpy.callbacks.history.rst
docs/source/api/mlpy.callbacks.logger.rst
docs/source/api/mlpy.callbacks.progress.rst
docs/source/api/mlpy.callbacks.rst
docs/source/api/mlpy.callbacks.timer.rst
docs/source/api/mlpy.callbacks.tracking_callbacks.rst
docs/source/api/mlpy.cli.commands.rst
docs/source/api/mlpy.cli.main.rst
docs/source/api/mlpy.cli.rst
docs/source/api/mlpy.core.base.rst
docs/source/api/mlpy.core.rst
docs/source/api/mlpy.deploy.api.rst
docs/source/api/mlpy.deploy.cli.rst
docs/source/api/mlpy.deploy.client.rst
docs/source/api/mlpy.deploy.rst
docs/source/api/mlpy.deploy.schemas.rst
docs/source/api/mlpy.feature_store.base.rst
docs/source/api/mlpy.feature_store.materialization.rst
docs/source/api/mlpy.feature_store.rst
docs/source/api/mlpy.feature_store.store.rst
docs/source/api/mlpy.feature_store.transformations.rst
docs/source/api/mlpy.filters.base.rst
docs/source/api/mlpy.filters.ensemble.rst
docs/source/api/mlpy.filters.ensemble_ranking.rst
docs/source/api/mlpy.filters.information_theory.rst
docs/source/api/mlpy.filters.multivariate.rst
docs/source/api/mlpy.filters.mutual_information.rst
docs/source/api/mlpy.filters.rst
docs/source/api/mlpy.filters.statistical.rst
docs/source/api/mlpy.filters.univariate.rst
docs/source/api/mlpy.integrations.cloud.aws.rst
docs/source/api/mlpy.integrations.cloud.azure.rst
docs/source/api/mlpy.integrations.cloud.base.rst
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docs/source/api/mlpy.integrations.cloud.rst
docs/source/api/mlpy.integrations.openml.rst
docs/source/api/mlpy.integrations.rst
docs/source/api/mlpy.interpretability.base.rst
docs/source/api/mlpy.interpretability.lime_interpreter.rst
docs/source/api/mlpy.interpretability.rst
docs/source/api/mlpy.interpretability.shap_interpreter.rst
docs/source/api/mlpy.interpretability.utils.rst
docs/source/api/mlpy.lazy.lazy_evaluation.rst
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docs/source/api/mlpy.learners.base.rst
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docs/source/api/mlpy.learners.classification.rst
docs/source/api/mlpy.learners.deep_learning.rnn.rst
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docs/source/api/mlpy.learners.ensemble.rst
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docs/source/api/mlpy.learners.h2o_wrapper.rst
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docs/source/api/mlpy.monitoring.drift.rst
docs/source/api/mlpy.monitoring.metrics.rst
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docs/source/api/mlpy.parallel.base.rst
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docs/source/api/mlpy.prediction.rst
docs/source/api/mlpy.predictions.base.rst
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docs/source/api/mlpy.resamplings.cv.rst
docs/source/api/mlpy.resamplings.holdout.rst
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docs/source/api/mlpy.resamplings.spatial.rst
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docs/source/api/mlpy.rl.agents.rst
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docs/source/api/mlpy.rl.environments.rst
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docs/source/api/mlpy.rl.tasks.rst
docs/source/api/mlpy.rl.utils.rst
docs/source/api/mlpy.rst
docs/source/api/mlpy.serialization.robust_serializer.rst
docs/source/api/mlpy.serialization.rst
docs/source/api/mlpy.tasks.base.rst
docs/source/api/mlpy.tasks.big_data.rst
docs/source/api/mlpy.tasks.cluster.rst
docs/source/api/mlpy.tasks.rst
docs/source/api/mlpy.tasks.spatial.rst
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docs/source/api/mlpy.tasks.timeseries.rst
docs/source/api/mlpy.tracking.base.rst
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docs/source/api/mlpy.tuning.optuna_tuner.rst
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docs/source/api/mlpy.utils.logging.rst
docs/source/api/mlpy.utils.registry.rst
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docs/source/api/mlpy.validation.errors.rst
docs/source/api/mlpy.validation.rst
docs/source/api/mlpy.validation.task_validators.rst
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docs/source/api/mlpy.vision.datasets.rst
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docs/source/api/mlpy.vision.transforms.rst
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docs/source/api/mlpy.vision.video.rst
docs/source/api/mlpy.visualization.dashboard.rst
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docs/source/api/mlpy.visualization.plots.rst
docs/source/api/mlpy.visualization.rst
docs/source/api/mlpy.visualizations.base.rst
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docs/source/tutorials/classification.rst
docs/sphinx/conf.py
docs/sphinx/index.rst
docs/sphinx/api/tasks.rst
docs/tutoriales/00_INDICE_TUTORIALES.md
docs/tutoriales/tutorial_01_primer_modelo.md
examples/advanced_pipelines_example.py
examples/api_deployment_example.py
examples/automl_advanced.py
examples/automl_advanced_example.py
examples/automl_demo.py
examples/automl_example.py
examples/automl_notebook.py
examples/benchmark_multimodel_example.py
examples/big_data_airline_example.py
examples/big_data_example.py
examples/big_data_nyc_taxi_example.py
examples/big_data_public_datasets.py
examples/cli_integration.py
examples/complete_ml_workflow.py
examples/dashboard_example.py
examples/diagnose_h2o_issues.py
examples/end_to_end_demo.py
examples/ensemble_demo.py
examples/fase2_integration_example.py
examples/feature_store_example.py
examples/filters_demo.py
examples/gradient_boosting_comparison.py
examples/h2o_benchmark.py
examples/h2o_benchmark_results.md
examples/h2o_benchmark_simple.py
examples/h2o_integration_demo.py
examples/h2o_simple_debug.py
examples/information_theory_filters_demo.py
examples/lazy_evaluation_example.py
examples/lazy_evaluation_simple.py
examples/lazy_pipeline_example.py
examples/llm_demo.py
examples/ml_workflow_simple.py
examples/mlops_demo.py
examples/mlpy_demo_notebook.ipynb
examples/openml_integration_example.py
examples/optuna_advanced_demo.py
examples/optuna_demo.py
examples/persistence_example.py
examples/proyecto_maestro_mlpy.py
examples/quick_h2o_test.py
examples/rl_cartpole_example.py
examples/rl_continuous_example.py
examples/serialization_example.py
examples/simple_automl_example.py
examples/sklearn_integration.py
examples/spatial_cv_example.py
examples/spatial_task_example.py
examples/test_h2o_fixes.py
examples/tgpy_example.py
examples/validation_example.py
examples/xai_demo.py
examples/xgboost_demo.py
examples/xgboost_simple_demo.py
examples/notebooks/01_getting_started.ipynb
examples/notebooks/01_getting_started_updated.ipynb
examples/notebooks/02_automl_example.ipynb
examples/notebooks/03_advanced_pipelines.ipynb
examples/notebooks/04_simpleautoml_showcase.ipynb
examples/notebooks/05_backends_and_bigdata.ipynb
examples/notebooks/06_visualization_showcase.ipynb
examples/notebooks/.ipynb_checkpoints/01_getting_started-checkpoint.ipynb
examples/notebooks/.ipynb_checkpoints/02_automl_example-checkpoint.ipynb
examples/scripts/classification_example.py
examples/scripts/regression_example.py
mlpy/__init__.py
mlpy/__main__.py
mlpy/base.py
mlpy/benchmark.py
mlpy/benchmark_advanced.py
mlpy/prediction.py
mlpy/py.typed
mlpy/resample.py
mlpy_geo.egg-info/PKG-INFO
mlpy_geo.egg-info/SOURCES.txt
mlpy_geo.egg-info/dependency_links.txt
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tests/unit/test_timeseries_learners.py