Files in rtemis
Schema-Driven Machine Learning and Visualization

MD5
NEWS.md README.md
NAMESPACE
DESCRIPTION
LICENSE
R/train_SVM.R R/zzzz_namespace_index.R R/cluster_DBSCAN.R R/tune_GridSearch.R R/270_Diagnostics.R R/draw_linad.R R/decomp_MDS.R R/result_storage.R R/utils_async.R R/train_NNLS.R R/utils_data.R R/writeup.R R/write_text.R R/calibrate.R R/tune.R R/train.R R/075_HyperparametersSet.R R/train_MetaLearner.R R/cluster.R R/roc_curve.R R/plot_learning.R R/validate_config.R R/utils_exec.R R/024_SchemaRules_result.R R/005_HyperparameterCandidates.R R/read.R R/ddb.R R/utils_strings.R R/resample.R R/027_DefaultArtifact.R R/120_ClusteringConfig.R R/cluster_HOPACH.R R/ai_review.R R/utils_markdown.R R/cluster_PAM.R R/fit_predict.R R/cluster_Spectral.R R/utils_audit_props.R R/metrics.R R/cluster_GMM.R R/utils_date.R R/decomp_metrics.R R/024_SchemaRules.R R/plot_massglm.R R/rtemis-package.R R/conditions.R R/resolve_hyperparameters.R R/260_PredictionRegion.R R/285_AISupervisedReview.R R/plot_confusion.R R/decomp_PCA.R R/130_ClusterConfig.R R/utils_rules.R R/check_input_data.R R/train_MARS.R R/080_Metrics.R R/170_Decomposition.R R/decomp_dist.R R/train_Isotonic.R R/150_DecompositionConfig.R R/reexports.R R/train_LINAD.R R/049_DeviceConfig.R R/train_LightCART.R R/048_PartitionConfig.R R/026_Defaults.R R/conformal.R R/070_Hyperparameters.R R/utils_supervised.R R/utils_io.R R/train_ConditionalSuperLearner.R R/utils_df.R R/115_MetaLearners.R R/230_CheckData.R R/train_SPLS.R R/train_KNN.R R/024_SemanticRules.R R/090_Preprocessor.R R/record.R R/train_GAM.R R/decomp_ICA.R R/decomp_UMAP.R R/plot_varimp.R R/015_ReferenceProps.R R/decomp_Autoencoder.R R/train_BART.R R/rtemis_color_system.R R/210_MassUni.R R/zzz_model_plots.R R/decomp_tSNE.R R/010_Props.R R/train_LINADForest.R R/train_LightRF.R R/100_Resampler.R R/write_config.R R/140_Clustering.R R/060_Provenance.R R/plot_roc.R R/plot_metric.R R/utils_files.R R/linad.R R/plot_true_pred.R R/review.R R/160_DecomposeConfig.R R/massGLM.R R/065_Torch.R R/utils_rt.R R/cluster_CMeans.R R/200_Supervised.R R/train_GLMTree.R R/190_SuperConfig.R R/preprocess.R R/decomp.R R/train_Ranger.R R/decomp_Isomap.R R/train_CART.R R/check_data.R R/train_LightGBM.R R/030_init.R R/zzz.R R/180_Session.R R/utils_art.R R/train_LightRuleFit.R R/250_Explanation.R R/utils_color.R R/utils_print.R R/050_ExecutionConfig.R R/240_S7utils.R R/135_ClusteringMetrics.R R/290_SupervisedWriteup.R R/061_DataRef.R R/utils_data.table.R R/train_StackedLearner.R R/020_Props_read.R R/decomp_PCoA.R R/045_DataProfile.R R/train_MonotonicHAL.R R/ifw.R R/165_DecompositionMetrics.R R/025_SchemaCatalog.R R/writeup_hyperparameters.R R/utils_html.R R/utils_lightgbm.R R/train_GLM.R R/algorithmDB.R R/cluster_flexclust.R R/read_config.R R/linad_forest.R R/explain.R R/train_HAL.R R/present.R R/110_Tuner.R R/009_DefaultPolicy.R R/047_IngestConfig.R R/040_DataFingerprint.R R/plot.SupervisedSession.R R/train_GLMNET.R R/validate_data.R R/bias_variance.R R/train_MLP.R R/utils.R R/decomp_NMF.R R/train_TabNet.R R/fmt.R R/280_SupervisedReview.R
inst/CITATION
inst/extdata/us-states.rds
inst/extdata/us-counties.rds
inst/profile/fixture.json
inst/profile/fixtures/wide.parquet
inst/profile/fixtures/mixed.parquet
inst/checks/v1/checks.json
inst/resources/rtemis.utf8
inst/resources/aminoacids.rds
inst/resources/rtemis2.utf8
inst/traits/v1/traits.json
build/partial.rdb
tests/testthat-supervised.R tests/testthat-general.R tests/testthat-cran.R tests/testthat-fitting.R tests/ci/test-groups.R tests/testthat/test_parallel_outer.R tests/testthat/test_DataProfile.R tests/testthat/test-model_plot_learning.R tests/testthat/test_Tuner.R tests/testthat/test_GetMetrics.R tests/testthat/test_ValidateConfigFixtures.R tests/testthat/test_TrainPreflight.R tests/testthat/test_LearningCurve.R tests/testthat/test-model_plot_metric.R tests/testthat/test_colorsystem.R tests/testthat/test_SessionSidecar.R tests/testthat/test_checks.R tests/testthat/test-model_present.R tests/testthat/test_PartitionConfig.R tests/testthat/test_BackendArguments.R tests/testthat/test_LINAD_differential.R tests/testthat/test_SchemaContract.R tests/testthat/test_Defaults.R tests/testthat/test_Conformal.R tests/testthat/test_ResultRules.R tests/testthat/test_SupervisedWriteup.R tests/testthat/test_ProfileFixture.R tests/testthat/test_shared_memory.R tests/testthat/test_HyperparametersSet.R tests/testthat/test_CheckData.R tests/testthat/test_tune_parallel.R tests/testthat/test_GenericArgForcing.R tests/testthat/test_ResolvedHyperparameters.R tests/testthat/test_SupervisedReview.R tests/testthat/test_Provenance.R tests/testthat/test_DataFingerprint.R tests/testthat/test_ResultArrays.R tests/testthat/test_ExecutionConfig.R tests/testthat/test_Session_timeline.R tests/testthat/helper-torch.R tests/testthat/test_SchemaRules.R tests/testthat/test_Autoencoder.R tests/testthat/test-model_plot_boundary.R tests/testthat/test_SuperConfig.R tests/testthat/helper-execution.R tests/testthat/test_strings.R tests/testthat/test_read.R tests/testthat/test_SchemaCatalog.R tests/testthat/test_Preprocessor.R tests/testthat/test_ArtifactInheritance.R tests/testthat/test-model_plot_true_pred.R tests/testthat/test-model_plot_varimp.R tests/testthat/test_LightGBMParameters.R tests/testthat/test_DecomposeConfig.R tests/testthat/test_ConfigProps.R tests/testthat/test_LightRF.R tests/testthat/test_Ingest.R tests/testthat/test_DecompositionMetrics.R tests/testthat/test_LINADForest.R tests/testthat/test_fit_predict.R tests/testthat/test_ResamplerCompatibility.R tests/testthat/test_Metrics.R tests/testthat/test-model_plot_colors.R tests/testthat/helper-decomposition.R tests/testthat/test_Clustering.R tests/testthat/test_Calibration.R tests/testthat/test_CIGroups.R tests/testthat/test_Explanation.R tests/testthat/test_Decomposition.R tests/testthat/test_LINAD.R tests/testthat/test_ClusterConfig.R tests/testthat/test_CandidateWire.R tests/testthat/test_ExplainSupervised.R tests/testthat/test_ReferenceProps.R tests/testthat/test_RuntimeState.R tests/testthat/test_Props_read.R tests/testthat/test_idx.R tests/testthat/test_VariableImportance.R tests/testthat/test_SuperConfigLive.R tests/testthat/test-model_plot_confusion.R tests/testthat/test_Supervised.R tests/testthat/test_ResultValues.R tests/testthat/test_RecordDocuments.R tests/testthat/test_ChecksArtifact.R tests/testthat/test_BiasVariance.R tests/testthat/test_ValidateConfig.R tests/testthat/test_DecompositionTraits.R tests/testthat/helper-varimp.R tests/testthat/test_massGLM.R tests/testthat/test_ExplanationMethods.R tests/testthat/test_Hyperparameters.R tests/testthat/test_to_json.R tests/testthat/test_MetadataReads.R tests/testthat/test_PropDocs.R tests/testthat/test_SemanticRules.R tests/testthat/test-model_resampled_classification.R tests/testthat/test_ExternalStorage.R tests/testthat/test-model_plot_roc.R tests/testthat/test-model_plot_SupervisedSession.R tests/testthat/test_ResampledResults.R tests/testthat/test_AIReview.R tests/testthat/test_draw.R tests/testthat/test-model_plot_massglm.R tests/testthat/test_Resampler.R tests/testthat/test_Props.R tests/testthat/_problems/test_RecordDocuments-143.R tests/testthat/_problems/test_ExecutionConfig-37.R tests/testthat/_problems/test_RecordDocuments-134.R tests/testthat/_problems/test_SchemaContract-527.R tests/testthat/_problems/test_RecordDocuments-161.R tests/testthat/_problems/test_PropDocs-400.R tests/testthat/_problems/test_SchemaCatalog-61.R tests/testthat/fixtures/result-rule-cases.R
tests/testthat/fixtures/schema-publication.json
tests/testthat/fixtures/schema-rule-cases.R tests/testthat/fixtures/schema-native-validators.R tests/testthat/fixtures/make_string_view.R
tests/testthat/fixtures/string_view.parquet
man/write_result.Rd man/get_factor_names.Rd man/getnamesandtypes.Rd man/class_imbalance.Rd man/classification_metrics.Rd man/apply_preprocessor.Rd man/set_outcome.Rd man/setup_PredefinedPartition.Rd man/dot-list_to_PreprocessorConfig.Rd man/plot_varimp.Rd man/setup_CMeans.Rd man/decomp.Rd man/index_col_by_attr.Rd man/explain.Rd man/explanation_methods.Rd man/setup_Preprocessor.Rd man/cluster.Rd man/plot_session.Rd man/read.Rd man/outcome.Rd man/S7_to_JSONSchema.Rd man/tuning_grid.Rd man/is_constant.Rd man/partition.Rd man/dot-list_to_TunerConfig.Rd man/se.Rd man/feature_names.Rd man/to_json.Rd man/draw_linad.Rd man/decomp_metrics.Rd man/setup_HAL.Rd man/dot-drop_meta_keys.Rd man/bias_variance.Rd man/shap_case.Rd man/reexports.Rd man/dot-get_decom_name.Rd man/describe.Rd man/HyperparameterCandidates.Rd man/ddb_data.Rd man/setup_SuperConfigLive.Rd man/setup_PCoA.Rd man/shap_long.Rd man/shap_by_level.Rd man/setup_LOOCV.Rd man/init_project_dir.Rd man/setup_HardCL.Rd man/setup_RadialSVM.Rd man/setup_DecomposeConfig.Rd man/setup_SerialExecution.Rd man/df_nunique_perfeat.Rd man/setup_XLSXIngest.Rd man/inspect_type.Rd man/setup_Autoencoder.Rd man/grapes-BC-grapes.Rd man/setup_DelimitedIngest.Rd man/session_kind_colors.Rd man/dt_set_logical2factor.Rd man/runifmat.Rd man/fit_predict.Rd man/dot-list_to_Hyperparameters.Rd man/setup_SuperLearner.Rd man/setup_LinearSVM.Rd man/conformal_metrics.Rd man/setup_MonotonicHAL.Rd man/ddb_collect.Rd man/setup_KMeans.Rd man/dot-list_to_DecompositionConfig.Rd man/calibrate.Rd man/rtemis_conditions.Rd man/rnormmat.Rd man/df_movecolumn.Rd man/set_positive_class.Rd man/setup_Ranger.Rd man/inc.Rd man/setup_SPLS.Rd man/data_profile.Rd man/same_data.Rd man/dot-get_alg_name.Rd man/features.Rd man/apply_decomp.Rd man/setup_Resampler.Rd man/setup_tSNE.Rd man/setup_TimePartition.Rd man/dot-list_to_SuperConfig.Rd man/get_metrics.Rd man/plot_roc.Rd man/check_data.Rd man/rtversion.Rd man/setup_SpectralLocal.Rd man/setup_RDSIngest.Rd man/setup_LightGBM.Rd man/writeup.Rd man/dot-list_to_SupervisedPreprocessorConfig.Rd man/one_hot2factor.Rd man/setup_DTAIngest.Rd man/setup_SpectralLaplace.Rd man/fitted_config.Rd man/write_text.Rd man/feature_matrix.Rd man/setup_TabNet.Rd man/record.Rd man/setup_SHAP.Rd man/setup_ASWCriterion.Rd man/plot_learning.Rd man/dt_pctmissing.Rd man/dt_set_cleanfactorlevels.Rd man/matchcases.Rd man/setup_LightRuleFit.Rd man/setup_StratBoot.Rd man/setup_SupervisedPreprocessor.Rd man/setup_Custom.Rd man/setup_NNLS.Rd man/setup_KFold.Rd man/setup_MDS.Rd man/setup_UMAP.Rd man/setup_Isotonic.Rd man/inspect.Rd man/write_record.Rd man/JSONSchema_to_S7.Rd man/size.Rd man/setup_MLP.Rd man/get_mode.Rd man/setup_GLM.Rd man/setup_ARFFIngest.Rd man/setup_CHCriterion.Rd man/getnames.Rd man/dt_set_clean_all.Rd man/dot-get_clust_name.Rd man/reconstruct.Rd man/setup_ClusterConfig.Rd man/setup_GMM.Rd man/setup_RandomPartition.Rd man/show_color_key.Rd man/setup_GLMTree.Rd man/write_config.Rd man/setup_VariationalAutoencoder.Rd man/plot_manhattan.Rd man/dt_set_autotypes.Rd man/setup_BART.Rd man/varimp_table.Rd man/dt_keybin_reshape.Rd man/setup_MARS.Rd man/S7_dispatcher_JSONSchema.Rd man/setup_LINADForest.Rd man/train.Rd man/massGLM.Rd man/setup_StratSub.Rd man/roc_curve.Rd man/read_config.Rd man/setup_GridSearch.Rd man/setup_SpectralRBF.Rd man/setup_CVPlus.Rd man/setup_Nystrom.Rd man/to_markdown.Rd man/numeric_features.Rd man/table_column_attr.Rd man/setup_NeuralGas.Rd man/plot_true_pred.Rd man/setup_CQR.Rd man/review.Rd man/setup_Isomap.Rd man/setup_GroupPartition.Rd man/data_fingerprint.Rd man/plot_metric.Rd man/outcome_name.Rd man/dt_pctmatch.Rd man/setup_ParquetIngest.Rd man/setup_FutureExecution.Rd man/dot-supervised_algorithms.Rd man/setup_PAMK.Rd man/exc.Rd man/setup_GAM.Rd man/setup_CUDA.Rd man/tune_over.Rd man/setup_PAM.Rd man/is_wire_hyperparameters_set.Rd man/session_timeline.Rd man/setup_MultiASWCriterion.Rd man/setup_SuperConfig.Rd man/preprocessed.Rd man/resample.Rd man/available_algorithms.Rd man/names_by_class.Rd man/setup_NMF.Rd man/setup_LINAD.Rd man/setup_LightCART.Rd man/conformal.Rd man/dot-list_to_ClusteringConfig.Rd man/setup_ModalityStacking.Rd man/setdiffsym.Rd man/setup_Bootstrap.Rd man/setup_CART.Rd man/setup_SplitConformal.Rd man/setup_HOPACH.Rd man/dt_names_by_attr.Rd man/ingest.Rd man/setup_PCA.Rd man/present.Rd man/dt_set_one_hot.Rd man/get_varimp.Rd man/rtemis-package.Rd man/mgetnames.Rd man/setup_LightRF.Rd man/dt_describe.Rd man/validate_config.Rd man/setup_DBSCAN.Rd man/setup_ConditionalSuperLearner.Rd man/dt_nunique_perfeat.Rd man/get_learning_curve.Rd man/dt_inspect_types.Rd man/applicable_metrics.Rd man/preprocess.Rd man/read_result.Rd man/dot-list_to_ResamplerConfig.Rd man/setup_KNN.Rd man/setup_MiraiExecution.Rd man/setup_ICA.Rd man/ai_review.Rd man/setup_GLMNET.Rd man/decomposition_traits.Rd man/dt_merge.Rd man/regression_metrics.Rd
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rtemis documentation built on Oct. 20, 2026, 1:06 a.m.