Published April 21, 2018
| Version v0.12.0
Software
Open
rasbt/mlxtend: Version 0.12.0
Creators
- Sebastian Raschka1
- James Bourbeau2
- Reiichiro Nakano3
- Zach Griffith2
- Will McGinnis4
- Guillaume Poirier-Morency5
- Colin
- chkoar
- Pablo Fernandez6
- Alejandro Correa Bahnsen7
- kernc
- jlopezpena
- Michael Peters
- Mathew Savage
- Marc Abramowitz8
- Konstantinos Paliouras9
- Joshua Görner
- Jelmer Borst
- Ilya10
- Iaroslav Shcherbatyi11
- hsperr
- GILLES Armand12
- Francis T. O'Donovan13
- Eike Dehling14
- Batuhan Bardak15
- Arfon Smith16
- Anton Loss
- Anebi
- Ajinkya Kale
- Adam Erickson
- 1. Michigan State University
- 2. @WIPACrepo
- 3. @infostellarinc
- 4. Predikto Inc.
- 5. IRIC @major-lab
- 6. FANSI Motorsport
- 7. Easy Solutions
- 8. @adobe-platform
- 9. @Workable
- 10. LPI ASC
- 11. Saarland University
- 12. millesime.ai
- 13. @betteroutcomes
- 14. Textkernel
- 15. STM
- 16. @spacetelescope
Description
Downloads
New Features- A new
feature_importance_permuation
function to compute the feature importance in classifiers and regressors via the permutation importance method (#358) - The fit method of the
ExhaustiveFeatureSelector
now optionally accepts**fit_params
for the estimator that is used for the feature selection. (#354 by Zach Griffith) - The fit method of the
SequentialFeatureSelector
now optionally accepts**fit_params
for the estimator that is used for the feature selection. (#350 by Zach Griffith)
- Replaced
plot_decision_regions
colors by a colorblind-friendly palette and adds contour lines for decision regions. (#348) - All stacking estimators now raise
NonFittedErrors
if any method for inference is called prior to fitting the estimator. (#353) - Renamed the
refit
parameter of both theStackingClassifier
andStackingCVClassifier
touse_clones
to be more explicit and less misleading. (#368)
- Various changes in the documentation and documentation tools to fix formatting issues (#363)
- Fixes a bug where the
StackingCVClassifier
's meta features were not stored in the original order whenshuffle=True
(#370) - Many documentation improvements, including links to the User Guides in the API docs (#371)
Files
rasbt/mlxtend-v0.12.0.zip
Files
(10.8 MB)
Name | Size | Download all |
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md5:11c0c13478fccd5d540b133e95c7c62e
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10.8 MB | Preview Download |
Additional details
Related works
- Is supplement to
- https://github.com/rasbt/mlxtend/tree/v0.12.0 (URL)