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Currently, we have the following list_column_XY methods on Table:
list_columns_with_missing_values
list_columns_with_non_numerical_values
list_columns_with_numerical_values
This is not consistent.
Desired solution
Remove one of list_columns_with_non_numerical_values or list_columns_with_numerical_values.
Possible alternatives (optional)
Add method list_columns_without_missing_values
Get rid of the list_column_XY methods altogether if we instead have drop_column_XY methods. Or do we have a use-case for the list_column_XY methods other than creating a new Table without or only with these columns?
Screenshots (optional)
No response
Additional Context (optional)
No response
The text was updated successfully, but these errors were encountered:
Closes#94.
### Summary of Changes
In the `Table` class:
* Remove`list_columns_with_missing_values`
* Remove `list_columns_with_non_numerical_values`
* Mark `list_columns_with_numerical_values` as internal
## [0.6.0](v0.5.0...v0.6.0) (2023-03-27)
### Features
* allow calling `correlation_heatmap` with non-numerical columns ([#92](#92)) ([b960214](b960214)), closes [#89](#89)
* function to drop columns with non-numerical values from `Table` ([#96](#96)) ([8f14d65](8f14d65)), closes [#13](#13)
* function to drop columns/rows with missing values ([#97](#97)) ([05d771c](05d771c)), closes [#10](#10)
* remove `list_columns_with_XY` methods from `Table` ([#100](#100)) ([a0c56ad](a0c56ad)), closes [#94](#94)
* rename `keep_columns` to `keep_only_columns` ([#99](#99)) ([de42169](de42169))
* rename `remove_outliers` to `drop_rows_with_outliers` ([#95](#95)) ([7bad2e3](7bad2e3)), closes [#93](#93)
* return new model when calling `fit` ([#91](#91)) ([165c97c](165c97c)), closes [#69](#69)
### Bug Fixes
* handling of missing values when dropping rows with outliers ([#101](#101)) ([0a5e853](0a5e853)), closes [#7](#7)
Is your feature request related to a problem?
Currently, we have the following
list_column_XY
methods onTable
:list_columns_with_missing_values
list_columns_with_non_numerical_values
list_columns_with_numerical_values
This is not consistent.
Desired solution
Remove one of
list_columns_with_non_numerical_values
orlist_columns_with_numerical_values
.Possible alternatives (optional)
list_columns_without_missing_values
list_column_XY
methods altogether if we instead havedrop_column_XY
methods. Or do we have a use-case for thelist_column_XY
methods other than creating a newTable
without or only with these columns?Screenshots (optional)
No response
Additional Context (optional)
No response
The text was updated successfully, but these errors were encountered: