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We saw `test_score_pipelines_passes_X_train_y_train[multiclass-cf_threaded]` flake on the linux nightlies on 2021-10-27.
Logs are [here](https://github.com/alteryx/evalml/runs/4018971157?check_suit…
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https://github.com/alteryx/evalml/pull/2692 introduced a generic `DropRowsTransformer` but based on the thread [here](https://github.com/alteryx/evalml/issues/2100#issuecomment-905875874), it'd be a g…
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Repro:
```python
from evalml.pipelines.components import CatBoostClassifier
import inspect
assert inspect.getfullargspec(CatBoostClassifier.predict).args == ['self', 'X', 'y']
```
This is co…
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- Woodwork uses the `category` dtype where applicable for certain Logical Types.
- One of the [benefits](https://pandas.pydata.org/pandas-docs/stable/user_guide/categorical.html) of using this pandas…
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Referencing @thehomebrewnerd's comment [here](https://github.com/alteryx/evalml/pull/1784#discussion_r572117811), we currently have and use `numeric_and_boolean_ww` to select numeric and boolean WW lo…
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A common way to execute a deepcopy is to use the python builtin copy library. Currently, in the EvalML baseline, we use the `pipeline.clone()` and `pipeline.new()` methods. Does it make more sense t…
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A feature evalml could support down the road is the ability to cache the output of each combination of components our pipelines have trained, so that if that component string is used again during auto…
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As we expand into the OS community and outside users contribute to EvalML, it would be nice to have a list of contributors for each release as Featuretools, Woodwork, and other libraries have, to reco…
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This issue tracks adding formatting for the pipeline code generation output
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As a user of EvalML for time series problems, I expect to be able to configure a set of lags all time series pipeline should compute. This would let me incorporate my business knowledge into the searc…