Published July 28, 2020
| Version 0.18.0
Software
Open
rasbt/mlxtend: Version 0.18.0
Creators
- Sebastian Raschka1
- James Bourbeau2
- Reiichiro Nakano3
- Kota Mori
- Zach Griffith4
- JJLWHarrison
- Will McGinnis5
- Jakub Šmíd6
- Daniel
- Guillaume Poirier-Morency7
- Qiang Gu
- Colin
- Floris Hoogenboom
- Steve Harenberg
- Vahid MIRJALILI8
- Denis Barbier
- Alejandro Correa Bahnsen9
- Gabriel Azevedo Ferreira
- Janpreet Singh
- Laurens Geffert10
- Oliver Tomic11
- Pablo Fernandez12
- Christos Aridas13
- Selay
- Ackerley Tng14
- Adam Cooper15
- Adam Erickson
- Adam Li
- Ajinkya Kale
- Anebi16
- 1. UW-Madison
- 2. @coiled
- 3. @openai
- 4. @WIPACrepo
- 5. Predikto Inc.
- 6. Blindspot Solutions
- 7. @PavlidisLab at Michael Smith Laboratories
- 8. Michigan State University
- 9. Rappi
- 10. Nielsen
- 11. Norwegian University of Life Sciences
- 12. FANSI Motorsport
- 13. Code4Thought
- 14. Centre for Strategic Infocomm Technologies
- 15. Tribal
- 16. Eikon Labs
Description
New Features
- Add
predict_proba
kwarg to bootstrap methods, to allow bootstrapping of scoring functions that take in probability values. (#700 via Adam Li) - Add a
cell_values
parameter tomlxtend.plotting.heatmap()
to optionally suppress cell annotations by settingcell_values=False
. (#703
- Implemented both
use_clones
andfit_base_estimators
(previouslyrefit
inEnsembleVoteClassifier
) forEnsembleVoteClassifier
andStackingClassifier
. (#670 via Katrina Ni) - Switched to using raw strings for regex in
mlxtend.text
to prevent deprecation warning in Python 3.8 (#688) - Slice data in sequential forward selection before sending to parallel backend, reducing memory consumption.
- Fixes axis DeprecationWarning in matplotlib v3.1.0 and newer. (#673)
- Fixes an issue with using
meshgrid
inno_information_rate
function used by thebootstrap_point632_score
function for the .632+ estimate. (#688) - Fixes an issue in
fpmax
that could lead to incorrect support values. (#692 via Steve Harenberg)
Files
rasbt/mlxtend-0.18.0.zip
Files
(16.4 MB)
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Additional details
Related works
- Is supplement to
- https://github.com/rasbt/mlxtend/tree/0.18.0 (URL)