Analysis Step Types Registry

Analysis Step Types

Registry functionality for analysis classes. For implementation details see EligibleAnalysisItems

data_transform	Description Wraps analysis algo into data loading/saving and config. For implementation details see DataTransformer data_transform
greedy_split	Description Wraps analysis algo into data loading/saving and config. For implementation details see GreedySplitSurvivalAnalysis greedy_split
run_eda	Description EDA analysis For implementation details see EdaStep run_eda
modeling_data_transform	Description Wraps analysis algo into data loading/saving and config. For implementation details see ModelingTransformer modeling_data_transform
train_model	Description Train Model Step. For implementation details see TrainModelStep train_model
select_models	Description Models selection step. For implementation details see SelectModelsStep select_models
extract_fi	Description FI extraction step. For implementation details see ExtractFeatureImportanceStep extract_fi
combine_fi	Description FI Aggregation Step. Note that this step is completely optional: in any case, all results are required. Here we only generate some sort of short summary table which is available even if reporting step fails fo some reason. For implementation details see AggregateFeatureImportanceStep combine_fi
survival_analysis	Description Survival analysis step. For implementation details see SurvivalAnalysisStep survival_analysis
generate_report	Description Generate Report Step. For implementation details see GenerateReportStep
package_report	Description Package report step For implementation details see PackageReportStep