Man pages for jmp1989/easyr
Helpful wrappers for common EDA, Data Manipulation, & Modeling
| ezr.add_bins | Add Bins |
| ezr.auc | Calculate AUC from FPR/TPR or from Truth & Prediction |
| ezr.auc_plot | AUC Plot |
| ezr.audit | Data Audit |
| ezr.binaryize | Make Numerical Data 0 or 1 |
| ezr.capture_rate_dual | Capture Dual Values at a time |
| ezr.collapse_binary | Collapse Binary Columns into Single Categorical Column |
| ezr.combine_files | Title Concatenate Mutliple CSVs or Pipe txts into same... |
| ezr.compare_vects | Compare values in a vector/dataframe Compare the column names... |
| ezr.correlation | Correlation |
| ezr.crosstab | Title Cross Tab (Table) |
| ezr.dot_plot | Dot Plot for Ranking |
| ezr.drop_constant | Drop Constants |
| ezr.factorize | Factorize columns in data |
| ezr.filter_null_columns | Title Drop Columns in a dataset with excessive NULLs |
| ezr.find_columns_containing | Find Columns that contain particular values...such as Find... |
| ezr.fix_colnames | Fix column names - replace spaces and periods |
| ezr.fix_POSIXCT | Deal with POSIXCT fields |
| ezr.gainslift | Gains, Lift, and KS Calculator |
| ezr.get_clf_metric_table | Get Threshold Classification Metric Table |
| ezr.get_col_index | Get Column Index positions |
| ezr.get_date_info | Get Date Information |
| ezr.get_dummies | Get dummy encoded columns |
| ezr.get_dummies_all | Make all categorical columns one-hot-encoded |
| ezr.get_env_objects | List objects in environment |
| ezr.get_json_attribute | Get A Specific Field in JSON |
| ezr.get_object_as_string | Object to String |
| ezr.groupby_metric | Group-by Metrics |
| ezr.group_infreq | Group Infrequent Values |
| ezr.h2o_basic_filter | H2o Subset Rows |
| ezr.h2o_compare_clf | Title H2o Classifier Model Compare |
| ezr.h2o_compare_regr | Title H2o Regression Model Compare |
| ezr.h2o_factor_fix | Factorize Variabels in h2o |
| ezr.h2o_gbm_grid | GBM Grid Search |
| ezr.h2o_get_grid | Get H2o Grid |
| ezr.h2o_get_gridmodels | Get H2o Grid/AutoMl Model IDs |
| ezr.h2o_get_thresholds | Get Threshold Metrics from h2o classification models |
| ezr.h2o_get_top_vars | Get Top Variables from Model |
| ezr.h2o_glimpse | H2O Version of Glimpse |
| ezr.h2o_glm_grid | GLM Grid |
| ezr.h2o_grid_xgb | Xgboost Grid |
| ezr.h2o_merge_preds | Merge H2o Predictions |
| ezr.h2o_model_save | Title Save H2o Model Information |
| ezr.h2o_outliers | Anomaly Detection - Deep Learning & Isolation |
| ezr.h2ovar_compare | Compare Variable Importance Across Models |
| ezr.h2o_viewtree | Print H2o Tree |
| ezr.h2o_xgb_importance_aggregated | Aggregate Importance by Level in H2o |
| ezr.impute | Impute values |
| ezr.json_to_df | Json to DF |
| ezr.make_ids | Title Create RowID by variables or for each row |
| ezr.make_rformula | R Formula Creation |
| ezr.map_datatypes | Convert datatypes by lookup |
| ezr.missing_pct | Missing Percent of Missing Values in a Dataframe |
| ezr.mode | Mode |
| ezr.multi_line_plot | Multiple Line Plots Same X Axis |
| ezr.null_countby_row | Counts of NULLs or NULL+Alt.Value by row |
| ezr.plot_against_target | Plot Number Against Binary Target |
| ezr.plot_auc | AUC PLOT |
| ezr.plot_cum_density | Title Plot Cumulative Amount of a Variable |
| ezr.plot_facet_numericals | Facet Plot Numericals |
| ezr.plot_gainslift_compare | Compare Gainslift Using Multiple Predictors |
| ezr.plot_ordered_bar | BarChart |
| ezr.plot_vs_time | Plot a value over time |
| ezr.quantiles | Quantiles |
| ezr.range01 | Transform a value from range 0 to 1 |
| ezr.refresh_info_tbl | Get ezr function description in table |
| ezr.regr_eval | Regression Evaluation Summary |
| ezr.rename_by_lookup | Title Rename Columns by Lookup |
| ezr.replace | Replace Values in a Dataframe |
| ezr.split_data | Split Data |
| ezr.sql_safe_query | Title Safe Query |
| ezr.sql_sample_query | Title Sample Table Results |
| ezr.tbl_to_image | Table to Image |
| ezr.unquoted_c | Get a quoted vector from an unquoted vector |
| grapes-not_in-grapes | Not In |
| hello | Hello, World! |
| myh2o.filter | H2o Subset Rows |
