API for tidylearn
A Unified Tidy Interface to R's Machine Learning Ecosystem
| Global functions | |
|---|---|
| %>% | Man page |
| `%||%` | Source code |
| augment_dbscan | Man page Source code |
| augment_hclust | Man page Source code |
| augment_kmeans | Man page Source code |
| augment_pam | Man page Source code |
| augment_pca | Man page Source code |
| calc_validation_metrics | Man page Source code |
| calc_wss | Man page Source code |
| compare_clusterings | Man page Source code |
| compare_distances | Man page Source code |
| create_cluster_dashboard | Man page Source code |
| create_leaderboard | Source code |
| create_obs_ids | Source code |
| encode_categoricals | Source code |
| explore_dbscan_params | Man page Source code |
| extract_response | Source code |
| filter_rules_by_item | Man page Source code |
| find_high_correlation | Source code |
| find_related_items | Man page Source code |
| find_zero_variance | Source code |
| get_formula_vars | Source code |
| get_numeric_cols | Source code |
| get_pca_loadings | Man page Source code |
| get_pca_variance | Man page Source code |
| impute_missing | Source code |
| inspect_rules | Man page Source code |
| optimal_clusters | Man page Source code |
| optimal_hclust_k | Man page Source code |
| plot.tidylearn_eda | Man page Source code |
| plot.tidylearn_model | Man page |
| plot_cluster_comparison | Man page Source code |
| plot_cluster_sizes | Man page Source code |
| plot_clusters | Man page Source code |
| plot_dendrogram | Man page Source code |
| plot_distance_heatmap | Man page Source code |
| plot_elbow | Man page Source code |
| plot_gap_stat | Man page Source code |
| plot_knn_dist | Man page Source code |
| plot_mds | Man page Source code |
| plot_silhouette | Man page Source code |
| plot_variance_explained | Man page Source code |
| predict.tidylearn_model | Man page Source code |
| predict.tidylearn_stratified | Man page Source code |
| predict.tidylearn_transfer | Man page Source code |
| predict_supervised | Source code |
| predict_unsupervised | Source code |
| print.tidy_apriori | Man page Source code |
| print.tidy_dbscan | Man page Source code |
| print.tidy_gap | Man page Source code |
| print.tidy_hclust | Man page Source code |
| print.tidy_kmeans | Man page Source code |
| print.tidy_mds | Man page Source code |
| print.tidy_pam | Man page Source code |
| print.tidy_pca | Man page Source code |
| print.tidy_silhouette | Man page Source code |
| print.tidylearn_automl | Man page Source code |
| print.tidylearn_eda | Man page Source code |
| print.tidylearn_model | Man page |
| print.tidylearn_pipeline | Man page Source code |
| recommend_products | Man page Source code |
| scale_features | Source code |
| standardize_data | Man page Source code |
| suggest_eps | Man page Source code |
| summarize_rules | Man page Source code |
| summary.tidylearn_model | Man page |
| summary.tidylearn_pipeline | Man page Source code |
| tidy_apriori | Man page Source code |
| tidy_clara | Man page Source code |
| tidy_cutree | Man page Source code |
| tidy_dbscan | Man page Source code |
| tidy_dendrogram | Man page Source code |
| tidy_dist | Man page Source code |
| tidy_gap_stat | Man page Source code |
| tidy_gower | Man page Source code |
| tidy_hclust | Man page Source code |
| tidy_kmeans | Man page Source code |
| tidy_knn_dist | Man page Source code |
| tidy_mds | Man page Source code |
| tidy_mds_classical | Man page Source code |
| tidy_mds_kruskal | Man page Source code |
| tidy_mds_sammon | Man page Source code |
| tidy_mds_smacof | Man page Source code |
| tidy_pam | Man page Source code |
| tidy_pca | Man page Source code |
| tidy_pca_biplot | Man page Source code |
| tidy_pca_screeplot | Man page Source code |
| tidy_rules | Man page Source code |
| tidy_silhouette | Man page Source code |
| tidy_silhouette_analysis | Man page Source code |
| tidylearn-classification | Man page |
| tidylearn-core | Man page |
| tidylearn-deep-learning | Man page |
| tidylearn-diagnostics | Man page |
| tidylearn-interactions | Man page |
| tidylearn-metrics | Man page |
| tidylearn-model-selection | Man page |
| tidylearn-neural-networks | Man page |
| tidylearn-pipeline | Man page |
| tidylearn-regression | Man page |
| tidylearn-regularization | Man page |
| tidylearn-svm | Man page |
| tidylearn-trees | Man page |
| tidylearn-tuning | Man page |
| tidylearn-visualization | Man page |
| tidylearn-xgboost | Man page |
| tl_add_cluster_features | Man page Source code |
| tl_anomaly_aware | Man page Source code |
| tl_auto_interactions | Man page Source code |
| tl_auto_ml | Man page Source code |
| tl_calc_classification_metrics | Man page Source code |
| tl_calculate_pr_auc | Man page Source code |
| tl_check_assumptions | Man page Source code |
| tl_check_packages | Source code |
| tl_compare_cv | Man page Source code |
| tl_compare_pipeline_models | Man page Source code |
| tl_cv | Man page Source code |
| tl_dashboard | Man page Source code |
| tl_default_param_grid | Man page Source code |
| tl_detect_outliers | Man page Source code |
| tl_diagnostic_dashboard | Man page Source code |
| tl_evaluate | Man page Source code |
| tl_evaluate_thresholds | Man page Source code |
| tl_explore | Man page Source code |
| tl_extract_importance | Man page Source code |
| tl_extract_importance_regularized | Man page Source code |
| tl_fit_boost | Man page Source code |
| tl_fit_clara | Source code |
| tl_fit_dbscan | Source code |
| tl_fit_deep | Man page Source code |
| tl_fit_elastic_net | Man page Source code |
| tl_fit_forest | Man page Source code |
| tl_fit_hclust | Source code |
| tl_fit_kmeans | Source code |
| tl_fit_lasso | Man page Source code |
| tl_fit_linear | Man page Source code |
| tl_fit_logistic | Man page Source code |
| tl_fit_mds | Source code |
| tl_fit_nn | Man page Source code |
| tl_fit_pam | Source code |
| tl_fit_pca | Source code |
| tl_fit_polynomial | Man page Source code |
| tl_fit_regularized | Man page Source code |
| tl_fit_ridge | Man page Source code |
| tl_fit_svm | Man page Source code |
| tl_fit_tree | Man page Source code |
| tl_fit_xgboost | Man page Source code |
| tl_get_best_model | Man page Source code |
| tl_influence_measures | Man page Source code |
| tl_interaction_effects | Man page Source code |
| tl_load_pipeline | Man page Source code |
| tl_model | Man page Source code |
| tl_model_supervised | Source code |
| tl_model_unsupervised | Source code |
| tl_optimal_clusters | Source code |
| tl_pipeline | Man page Source code |
| tl_plot_actual_predicted | Man page Source code |
| tl_plot_calibration | Man page Source code |
| tl_plot_confusion | Man page Source code |
| tl_plot_cv_comparison | Man page Source code |
| tl_plot_cv_results | Man page Source code |
| tl_plot_deep_architecture | Man page Source code |
| tl_plot_deep_history | Man page Source code |
| tl_plot_diagnostics | Man page Source code |
| tl_plot_gain | Man page Source code |
| tl_plot_importance | Man page Source code |
| tl_plot_importance_comparison | Man page Source code |
| tl_plot_importance_regularized | Man page Source code |
| tl_plot_influence | Man page Source code |
| tl_plot_interaction | Man page Source code |
| tl_plot_intervals | Man page Source code |
| tl_plot_lift | Man page Source code |
| tl_plot_model_comparison | Man page Source code |
| tl_plot_nn_architecture | Man page Source code |
| tl_plot_nn_tuning | Man page Source code |
| tl_plot_partial_dependence | Man page Source code |
| tl_plot_precision_recall | Man page Source code |
| tl_plot_regularization_cv | Man page Source code |
| tl_plot_regularization_path | Man page Source code |
| tl_plot_residuals | Man page Source code |
| tl_plot_roc | Man page Source code |
| tl_plot_svm_boundary | Man page Source code |
| tl_plot_svm_tuning | Man page Source code |
| tl_plot_tree | Man page Source code |
| tl_plot_tuning_results | Man page Source code |
| tl_plot_xgboost_importance | Man page Source code |
| tl_plot_xgboost_shap_dependence | Man page Source code |
| tl_plot_xgboost_shap_summary | Man page Source code |
| tl_plot_xgboost_tree | Man page Source code |
| tl_predict_boost | Man page Source code |
| tl_predict_deep | Man page Source code |
| tl_predict_elastic_net | Man page Source code |
| tl_predict_forest | Man page Source code |
| tl_predict_glmnet | Source code |
| tl_predict_lasso | Man page Source code |
| tl_predict_linear | Man page Source code |
| tl_predict_logistic | Man page Source code |
| tl_predict_nn | Man page Source code |
| tl_predict_pipeline | Man page Source code |
| tl_predict_polynomial | Man page Source code |
| tl_predict_regularized | Man page Source code |
| tl_predict_ridge | Man page Source code |
| tl_predict_svm | Man page Source code |
| tl_predict_tree | Man page Source code |
| tl_predict_xgboost | Man page Source code |
| tl_prepare_data | Man page Source code |
| tl_reduce_dimensions | Man page Source code |
| tl_run_pipeline | Man page Source code |
| tl_save_pipeline | Man page Source code |
| tl_semisupervised | Man page Source code |
| tl_split | Man page Source code |
| tl_step_selection | Man page Source code |
| tl_stratified_models | Man page Source code |
| tl_test_interactions | Man page Source code |
| tl_test_model_difference | Man page Source code |
| tl_transfer_learning | Man page Source code |
| tl_tune_deep | Man page Source code |
| tl_tune_grid | Man page Source code |
| tl_tune_nn | Man page Source code |
| tl_tune_random | Man page Source code |
| tl_tune_xgboost | Man page Source code |
| tl_version | Man page |
| tl_xgboost_shap | Man page Source code |
| validate_data | Source code |
| visualize_rules | Man page Source code |
