scikit-lego
scikit-lego copied to clipboard
koaning
Extra blocks for scikit-learn pipelines.
Please explain clearly what you'd like to see added. - [x] convince us of the use-case, we're open to many suggestions but we prefer to solve problems with pipelines that...
[FEATURE] - Grid search across model parameters AND thresholds with Thresholder() without refitting
Thanks for this great set of extensions to sklearn. The Tresholder() model is quite close to something I've been looking for for a while. I'm looking to include threshold optimisation...
I heard a rumour that HelloFresh uses it in production ... so it might be fun to add a "this is used by" page on our docs.
Hi, When using `@log_step` in debugging a [Pandas Pipeline](https://scikit-lego.netlify.app/pandas_pipeline.html#Logging-in-method-chaining), the current function must accept a single argument of `df:pd.Dataframe`. However if the user sends all the parameters as _kwargs_ there...
In the current implementation of `TimeGapSplit` the argument `validation_duration` is used as stride as well. This leads to the impossibility of having overlapping validation periods. What about the possibility of...
I am dealing with a time-series dataset that the number of data points in each group is not equal. Please check the attachment. I want to have TimeSeriesSplit for each...
Before working on a large PR, please check with @koaning or @MBrouns that they agree with the direction of the PR. This discussion should take place in a Github issue...
# Description Addresses Grouped* and Hierarchical, following up to the comment I added in the [thread](https://github.com/koaning/scikit-lego/issues/658). I will paste it for easier visibility: > I am having a hard time...
# Description Creating this issue to keep track of which classes/function could benefit from adopting Narwhals. | Class/Function/Module | Status | Related | Notes | | - | - |...
# Description So the story goes as the following: - The CI/CD fails for scikit-learn==1.5rc1 because of a change in the `check_estimator` internals - In the [scikit-learn issue](https://github.com/scikit-learn/scikit-learn/issues/28966) I got...