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Based off of my work in the Q3 Innovation Days (proof of concept branch [here](https://github.com/alteryx/evalml/compare/inno_days_clustering)), this epic tracks work to add clustering as an option to…
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- pandas has merged in the new nullable FloatDtype
- https://github.com/pandas-dev/pandas/pull/34307
- It will be in the 1.2.0 release
- https://github.com/pandas-dev/pandas/blob/master/doc/sou…
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During the development of the stacked ensembler component #1930, we realized that during the ensembling of pipelines there was the potential for the final ensembler to have multiple input components w…
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https://github.com/alteryx/evalml/pull/2821/ introduces the label encoder as a component in the pipeline, rather than an attribute. However, we still set a pipeline's `_encoder` attribute to a label e…
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This issue covers a couple of points:
1. Due to the various tests we have for the components we leverage in different environments and the codecoverage on tests we perform, we end up not covering `…
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Going back to https://github.com/alteryx/evalml/issues/1400, now that we can pickle pipelines, we should explore trying to use BentoML (or other open source libraries) to deploy pickled pipelines.
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As a developer, I wish I could use Featuretools to split my EntitySet into train and test datasets. Sometimes all of the data will be included when an EntitySet is created, and having the ability to s…
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We currently use logistic reg for classification and linear reg for regression. I bet lasso would perform better!
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- As a user, I wish Featuretools' Feature objects had the ability to store a secondary name for Features.
Given that multi-output features exist, this ability to store a second name would have to …
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This issue was brought up [here](https://alteryx.atlassian.net/wiki/spaces/PS/pages/643268717/Handle+Unknown+types+from+Woodwork+in+EvalML?focusedCommentId=653230126#comment-653230126) as we integrate…