Welcome to ml-grid’s documentation!
This is the documentation for the ml-grid project, a framework for binary classification using grid search and hyperparameter optimization.
Contents:
- Getting Started
- ML Binary Classification Grid Search HyperOpt API Reference
- Module Overview
- Module:
ml_grid.util.db_backend - Module:
ml_grid.util.validate_parameters - Module:
ml_grid.util.debug_print_statements - Module:
ml_grid.util.logger_setup - Module:
ml_grid.pipeline.hierarchical_hyperparameter_search - Module:
ml_grid.pipeline.test_data_pipeline - Module:
ml_grid.results_processing.filters - Module:
ml_grid.results_processing.plot_* - Module:
ml_grid.pipeline.main - Module:
ml_grid.pipeline.grid_search_cross_validate - Module:
ml_grid.pipeline.grid_search_cross_validate_ts - Module:
ml_grid.pipeline.hyperparameter_search - Module:
ml_grid.pipeline.data - Module:
ml_grid.pipeline.model_class_list - Module:
ml_grid.pipeline.model_class_list_ts - Module:
ml_grid.util.global_params - Module:
ml_grid.util.project_score_save - Module:
ml_grid.util.bayes_utils - Module:
ml_grid.util.param_space - Module:
ml_grid.results_processing.core - Module:
ml_grid.results_processing.summarize_results - Module:
ml_grid.results_processing.plot_* - Complete Class List
- Model Classes Reference
- Additional Model Classes
- Utility Functions
- Error Handling
- Notes on API Design
- API Reference
- core
- ml_grid
- filters
- plot_master
- plot_timeline
- plot_features
- plot_best_model
- plot_algorithms
- plot_interactions
- summarize_results
- plot_distributions
- plot_hyperparameters
- FCNClassifier_module
- MLPClassifier_module
- CNNClassifier_module
- MUSEClassifier_module
- plot_global_importance
- plot_feature_categories
- TapNetClassifier_module
- rocketClassifier_module
- Catch22Classifer_module
- ResNetClassifier_module
- plot_pipeline_parameters
- ArsenalClassifier_module
- EncoderClassifier_module
- TSFreshClassifier_module
- SummaryClassifier_module
- shapeDTWClassifier_module
- SignatureClassifier_module
- HIVECOTEV1Classifier_module
- OrdinalTDEClassifier_module
- HIVECOTEV2Classifier_module
- FreshPRINCEClassifier_module
- InceptionTimeClassifer_module
- InidividualTDEClassifier_module
- elasticEnsembleClassifier_module
- ContractableBOSSClassifier_module
- TimeSeriesForestClassifier_module
- IndividualInceptionClassifier_module
- KNeighborsTimeSeriesClassifier_module
- TemporalDictionaryEnsembleClassifier_module