Title: SciKit-Learn Laboratory (SKLL) 0.28.0
Type Software Dan Blanchard, Michael Heilman, Nitin Madnani, Nils Murrugarra Llerena, Aoife Cahill (2014): SciKit-Learn Laboratory (SKLL) 0.28.0. Zenodo. Software. https://zenodo.org/record/12178
Links
- Item record in Zenodo
- Digital object URL
Summary
This release has some big behind-the-scenes changes. First, we split the data.py module up into a sub-package (#147). There is also a new FeatureSet class that replaces the old namedtuple-based ExamplesTuple (#81), so ExamplesTuple is now deprecated and will be removed in SKLL 1.0.0.
Speaking of which, we're having an all-day SKLL sprint on the October 17th where we hope to resolve all the remaining issues preventing the 1.0 release.
Other changes include:
Fixed a bunch of minor problems with loading/writing LibSVM files Added file reading/writing progress indicators Fixed crash with generate_predictions when the model was not trained with probability set to True (#144). Deprecated write_feature_file function in favor of using a FeatureSetWriter object. Deprecated load_examples function in favor of using a Reader object. Temporarily added replacement version of scikit-learn DictVectorizer class until scikit-learn/scikit-learn#3683 version is included in a release. This allows us to make file loading substantially more memory efficient.More information
- DOI: 10.5281/zenodo.12178
Dates
- Publication date: 2014
- Issued: October 10, 2014
Rights
- http://www.opensource.org/licenses/bsd-license.php BSD licenses (New and Simplified)
- info:eu-repo/semantics/openAccess Open Access
Format
electronic resource
Relateditems
| Description | Item type | Relationship | Uri |
|---|---|---|---|
| IsSupplementTo | https://github.com/EducationalTestingService/skll/tree/v0.28.0 | ||
| IsVersionOf | https://doi.org/10.5281/zenodo.591574 | ||
| IsPartOf | https://zenodo.org/communities/zenodo |