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Standalone metrics package #714

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lars-reimann opened this issue May 4, 2024 · 1 comment · Fixed by #752
Closed

Standalone metrics package #714

lars-reimann opened this issue May 4, 2024 · 1 comment · Fixed by #752
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enhancement 💡 New feature or request released Included in a release

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@lars-reimann
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Is your feature request related to a problem?

Several users wanted to compute metrics on their predictions. This is currently not supported. They must instead call the corresponding methods on regressors and classifiers.

Desired solution

We wrap them in a class to

  1. no pollute the global namespace too much
  2. highlight which metrics are suitable for which task.

The second point was the original reason why we only made metrics available as methods of Regressor and Classifier.

Possible alternatives (optional)

No response

Screenshots (optional)

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Additional Context (optional)

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@lars-reimann lars-reimann added the enhancement 💡 New feature or request label May 4, 2024
@github-project-automation github-project-automation bot moved this to Backlog in Library May 4, 2024
@lars-reimann lars-reimann self-assigned this May 11, 2024
@lars-reimann lars-reimann mentioned this issue May 11, 2024
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@github-project-automation github-project-automation bot moved this from Backlog to ✔️ Done in Library May 11, 2024
lars-reimann pushed a commit that referenced this issue May 15, 2024
@semantic-release-bot
chore(release): 0.25.0 [skip ci]
69d7d73 
## [0.25.0](v0.24.0...v0.25.0) (2024-05-15)

### Features

* major API redesign (WIP) ([#752](#752)) ([8e781f9](8e781f9)), closes [#694](#694) [#699](#699) [#714](#714) [#748](#748)
* move NN converters and layers to separate packages ([#759](#759)) ([c6a4073](c6a4073))
* remove operations without replacement from tabular containers ([#747](#747)) ([0e5a54b](0e5a54b))
* specify partial order in label encoder ([#763](#763)) ([6fbe537](6fbe537)), closes [#639](#639)

### Bug Fixes

* Conversion of tabular dataset to tensors ([#757](#757)) ([9e40b65](9e40b65))
* fixed devices with new polars implementation ([#756](#756)) ([e72339e](e72339e))

### Performance Improvements

* implement one hot encoder and imputer using polars ([#768](#768)) ([e993c17](e993c17))
@lars-reimann
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🎉 This issue has been resolved in version 0.25.0 🎉

The release is available on:

Your semantic-release bot 📦🚀

@lars-reimann lars-reimann added the released Included in a release label May 15, 2024
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feat: major API redesign (WIP) Safe-DS/Library
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