kennard-stone
A method for selecting samples by spreading the training data evenly.
kennard-stone has been downloaded 107,038 times in total on PyPI, including 2,599 in the last 30 days. The latest version is 3.0.1, released Aug 28, 2025.
Version3.0.1
Downloads
107.04k
LicenseMIT License
Copyright (c) 2021 yu9824
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Authoryu9824
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal3.*2.*
Range
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Granularity
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CI traffic
Stack: OffCI: Included3 / 23 series
Selected total13.09k
107.0kAll-time
2.6kLast 30 days
54Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0169.5%
3.0.1
4.7k downloadsDownloads4.7k69.5% - 027.9%
2.2.1
536 downloadsDownloads5367.9% - 032.2%
3.0.0
149 downloadsDownloads1492.2% - 042.1%
3.0.1rc1
146 downloadsDownloads1462.1% - 051.3%
1.1.2
92 downloadsDownloads921.3% - 061.2%
3.0.0rc1
85 downloadsDownloads851.2% - 071.1%
2.2.0
78 downloadsDownloads781.1% - 081.1%
2.1.6
75 downloadsDownloads751.1% - 0913.5%
Other
919 downloadsDownloads91913.5%
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