nirs4all
- nirs4all package
- Subpackages
- nirs4all.analysis package
- nirs4all.api package
- nirs4all.cli package
- nirs4all.config package
- nirs4all.controllers package
- nirs4all.core package
- nirs4all.data package
- nirs4all.operators package
- nirs4all.pipeline package
- nirs4all.sklearn package
- nirs4all.synthesis package
- nirs4all.utils package
- nirs4all.visualization package
- nirs4all.workspace package
- Module contents
ExplainResultExplainResult.shap_valuesExplainResult.feature_namesExplainResult.base_valueExplainResult.visualizationsExplainResult.explainer_typeExplainResult.model_nameExplainResult.n_samplesExplainResult.get_feature_importance()ExplainResult.get_sample_explanation()ExplainResult.to_dataframe()ExplainResult.__post_init__()ExplainResult.__repr__()ExplainResult.__str__()ExplainResult.base_valueExplainResult.explainer_typeExplainResult.feature_namesExplainResult.get_feature_importance()ExplainResult.get_sample_explanation()ExplainResult.mean_abs_shapExplainResult.model_nameExplainResult.n_samplesExplainResult.shap_valuesExplainResult.shapeExplainResult.to_dataframe()ExplainResult.top_featuresExplainResult.valuesExplainResult.visualizations
PipelineConfigsPipelineRunnerPipelineRunner.workspace_pathPipelineRunner.verbosePipelineRunner.modePipelineRunner.save_artifactsPipelineRunner.save_chartsPipelineRunner.enable_tab_reportsPipelineRunner.continue_on_errorPipelineRunner.show_spinnerPipelineRunner.keep_datasetsPipelineRunner.plots_visiblePipelineRunner.orchestratorPipelineRunner.predictorPipelineRunner.explainerPipelineRunner.raw_dataPipelineRunner.pp_dataPipelineRunner.explain()PipelineRunner.export()PipelineRunner.export_model()PipelineRunner.extract()PipelineRunner.last_aggregatePipelineRunner.last_aggregate_exclude_outliersPipelineRunner.last_aggregate_methodPipelineRunner.libraryPipelineRunner.next_op()PipelineRunner.predict()PipelineRunner.retrain()PipelineRunner.run()PipelineRunner.runs_dirPipelineRunner.store
PredictResultPredictResult.y_predPredictResult.metadataPredictResult.sample_indicesPredictResult.model_namePredictResult.preprocessing_stepsPredictResult.to_numpy()PredictResult.to_list()PredictResult.to_dataframe()PredictResult.flatten()PredictResult.__len__()PredictResult.__post_init__()PredictResult.__repr__()PredictResult.__str__()PredictResult.flatten()PredictResult.is_multioutputPredictResult.metadataPredictResult.model_namePredictResult.preprocessing_stepsPredictResult.sample_indicesPredictResult.shapePredictResult.to_dataframe()PredictResult.to_list()PredictResult.to_numpy()PredictResult.valuesPredictResult.y_pred
RunResultRunResult.predictionsRunResult.per_datasetRunResult.top()RunResult.export()RunResult.filter()RunResult.get_datasets()RunResult.get_models()RunResult.__repr__()RunResult.__str__()RunResult.artifacts_pathRunResult.bestRunResult.best_accuracyRunResult.best_r2RunResult.best_rmseRunResult.best_scoreRunResult.export()RunResult.export_model()RunResult.filter()RunResult.get_datasets()RunResult.get_models()RunResult.num_predictionsRunResult.per_datasetRunResult.predictionsRunResult.summary()RunResult.top()RunResult.validate()
SessionSession.nameSession.pipelineSession.statusSession.is_trainedSession.runnerSession.workspace_pathSession.__enter__()Session.__exit__()Session.__repr__()Session.close()Session.historySession.is_trainedSession.nameSession.pipelineSession.predict()Session.retrain()Session.run()Session.runnerSession.save()Session.statusSession.workspace_path
explain()framework()is_gpu_available()is_tensorflow_available()load_session()predict()register_controller()retrain()run()session()
- Subpackages