Man pages for konradsemsch/aider
Perform everyday analytical and data science tasks more efficiently
| aider_theme | Aider ggplot2 theme |
| analyse_interactions | Find meaningfull interactions |
| analyse_missing | Analyse missing values |
| analyse_predictiveness | Analyse variables predictiveness |
| analyse_transformations | Find predictive variable transformations |
| apply_mov | Apply multivariate outlier detection |
| apply_recipe | Apply a model recipe |
| apply_rfe | Apply recursive feature elimination |
| assess_performance | Assess model performance |
| calculate_bad_rate | Calculate bad rate |
| calculate_correlation | Calculate tidy correlation |
| calculate_decile_table | Calculate a decile breakdown |
| calculate_importance | Find the most important variables |
| calculate_logodds_table | Calculate a log-odds table |
| calculate_share | Calcuate grand total share |
| calculate_stats_numeric | Calculate statistics of numerical attributes |
| calibrate_probabilities | This function calibrates model predicted probabilities by... |
| cap_at_percentile | Cap numeric values at selected percentiles |
| cap_between | Cap numeric values between two values |
| change_names | Change a vector or data frame names |
| count_proportions | Count proportions of levels |
| count_unique | Count unique observations |
| first_to_lower | Convert strings first letter to lowercase |
| first_to_upper | Convert strings first letter to uppercase |
| format_my_table | Format a knitr table nicely |
| lookup | Perform vlookups similar as in Excel |
| number_ticks | Equal sized axis ticks |
| plot_bars | Plot bar-plots of numerical variables |
| plot_boxplot | Plot box-plots of numerical variables |
| plot_calibration | Plot a calibration plot of model performance |
| plot_correlation | Plot a correlation matrix of numerical variables |
| plot_deciles | Plot decile plots of numerical variables |
| plot_density | Plot density of numerical variables |
| plot_line | Plot lines of numerical variables. Usefull especially for... |
| plot_logodds | Plot a log-odds table |
| round_to | Round values to integers |
| select_palette | Palettes are based on the list of available color schemes:... |
| set_me_up | Basic R session setup |
| train_model | Train various predictive models |
