Tamar Grey
Tamar Grey
Once https://github.com/scikit-learn/scikit-learn/issues/25798 has been implemented and released, we should upgrade imblearn to that version, which will allow us to remove the nullable type handling put in place by https://github.com/alteryx/evalml/issues/3974.
Currently the `target_impute_strategy` is applied to any kind of target data, independent of whether or not the strategy makes sense for that kind of data. This is only problematic for...
SimpleImputer can raise `TypeConversionError` if `mean` or `median` strategy used with boolean data
The following code will attempt to use the `mean` and `median` strategies with boolean data, which converts the values to floats and then imputes whatever the mean and median of...
Once https://github.com/pandas-dev/pandas/issues/41565 has been implemented and released, we should upgrade pandas to that version, which will allow us to remove the nullable type handling put in place by https://github.com/alteryx/evalml/issues/4001.
- As a user, I wish I could pass any boolean column into the ARIMARegressor component. Currently, if you pass in a column with the `Boolean` logical type, we convert...
```python import woodwork as ww X = pd.DataFrame({ "nullable bool col": [True, False, False, True, True] * 4, "nullable int col": [0, 1, 2, 0, 3] * 4, }) X.ww.init()...
From https://github.com/pandas-dev/pandas/issues/51074 using `apply(str)` can be used to set the float categories to be strings, and we can try to see if that lets us use the actual float categories....
The following block of code will work for `pos_label_idx` equal to 1 but raise `ValueError: unknown format is not supported` when `pos_label_idx` is 0: ```python import woodwork as ww from...
If there are categories present in holdout data that weren't present in the training data, the OrdinalEncoder will not work unless `handle_unknown` and `unknown_value` are set correctly. This is problematic...
- Currently, we explicitly pass along the origin and logical type when initializing woodwork on the updated partial dependence column. This means that if predictions ever become dependent on another...