Man pages for robertzk/syberiaMungebits
Common mungebits used with Syberia projects.
| date_parser_fn | Parse numeric date distances into numerics. |
| datetime_fn | A simpler, faster mungebit that takes Postgresql CreatedAt... |
| discretizer | Discretizer |
| discretizer_fn | Discretizer function |
| drop_percent_missing | Drop columns with over a certain percent missing. |
| drop_percent_missing_fn | Drop columns with over a certain percent missing. |
| drop_single_value_variables_fn | Drop variables with only one unique value |
| drop_variables_fn | Drop variables in a dataframe. |
| imputer_fn | Impute a column by mean Only meant to be used as a mungebit |
| iris_discretized | A discretized version of the iris data set, used for internal... |
| new_variable | Creates a new variable in the dataframe. |
| numeric_to_factor | numeric to factor helper function |
| orderer | Order a dataframe by a column |
| remove_outliers_fn | remove outliers based upon a z_score threshold z_score=> (x -... |
| renamer | Rename columns in a dataframe |
| replace_variable | Replaces a variable in the dataframe. |
| restore_categorical_variables_fn | Restores categorical variables, allowing you to predict. |
| select_rows | Select rows in a dataframe. |
| select_variables | Select variables in a dataframe. |
| sure_independence_screen | Sure independence screening function |
| syberiaMungebits | syberiaMungebits |
| truncator_fn | Constrain a numeric column to the range [min,max] of the... |
| trunc.dig | i.e trunc.dig(5.732 , digits = 1) => 5.7 |
| value_replacer_fn | Replace arbitrary values in your data |
