skll

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Added a utility method to the Learner class returning feature names

2

This PR adds a simple utility method to the Learner class, allowing it to return the feature names used at the estimator step as a 1-D array. Learners with a...

remo-help

Learners with a selector potentially have a smaller feature name size than is stored in the feature_vectorizer. A simple method accessing the actual used feature names for a learner with...

remo-help

desilinguist

Fix a few typos, etc. in the documentation

1

mulhod

When you specify a new `predict` method for a custom learner, the interaction with the skll `Learner` method of the same name is unclear. For example, the `Learner predict` method...

aoifecahill

Looks like scikit-learn is planning to remove the boston housing dataset in v1.2 because it has ethical issues. They recommend using the calfornia housing dataset instead. We should do this...

desilinguist

Rewrite docstrings to match scikit-learn style

14

We should try and match the way that scikit-learn writes their docstrings. [Here](https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/linear_model/_huber.py#L125) is an example. For example, there is a blank line between the parameters and the default values...

desilinguist

Consider using a code formatter

2

I know this will be disagreeable to some (including me actually!), but it would be a good idea to at least think about this. `black` is nice, even if aggressive.

mulhod

adding OrdinalRidge and LAD regressors

1

This PR adds two new learners `OrdinalRidge` and `LAD` from [mord library ](https://pythonhosted.org/mord/index.html). There are two things I would like to mention here: - These learners do not have `rescaled`...

ghost

The mord package provides some options: https://pythonhosted.org/mord/

aoifecahill