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Sm00thix
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IKPLS
Fast CPU and GPU Python implementations of Improved Kernel PLS by Dayal and MacGregor (1997) and Shortcutting Cross-Validation by Engstrøm (2024).
https://ikpls.readthedocs.io/en/latest/
Apache License 2.0
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Supporting NumPy >= 1.26.3 which includes NumPy 2.0 versions
#37
Sm00thix
closed
1 month ago
1
Support `numpy=2.0.1`?
#36
ayaanhossain
closed
1 month ago
4
Compare std deviation from 0 with float epsilon instead of exact equality between std and 0
#35
Sm00thix
closed
2 months ago
0
a few convenience tweaks to make the reproduce script smoother
#34
parmentelat
closed
2 months ago
0
Issues with GitHub Actions macos-latest (macos-14) runner
#33
Sm00thix
closed
2 months ago
2
Dev
#32
Sm00thix
closed
2 months ago
0
Benchmarking clarifications
#31
Sm00thix
closed
2 months ago
0
reproducibility improvement
#30
parmentelat
closed
2 months ago
0
Changes to paper.md introduction and first section in README
#29
Sm00thix
closed
2 months ago
5
Changing workflows and adding badges in relation to #26
#28
Sm00thix
closed
3 months ago
0
Clarify installation instructions for GPU usage
#27
basileMarchand
closed
2 months ago
4
Distinguish between Test and Packaging in GitHub Actions and add separate badges
#26
basileMarchand
closed
2 months ago
2
more changes to allow to choose the name for the .csv and .png result files
#25
parmentelat
closed
3 months ago
0
reproducibility and estimated measurements
#24
parmentelat
closed
2 months ago
11
a notebook to reproduce timings.csv
#23
parmentelat
closed
3 months ago
0
tests are broken as of 816ff7b
#22
parmentelat
closed
3 months ago
5
License appendix
#21
Sm00thix
closed
3 months ago
2
Added support for independent centering and scaling of X and Y
#20
Sm00thix
closed
4 months ago
3
fix readme for broken references
#19
parmentelat
closed
4 months ago
6
include contributing guidelines as the last section in sphinx doc
#18
parmentelat
closed
5 months ago
0
tests failing
#17
parmentelat
closed
4 months ago
2
contributing doc - redeux & how to rebuild the doc
#16
parmentelat
closed
4 months ago
5
Selection of validation indices in fast cross-validation algorithm
#15
Sm00thix
closed
4 months ago
7
Adressing issues related to the JOSS review
#14
Sm00thix
closed
5 months ago
0
benchmarking and reproducibility
#13
parmentelat
closed
5 months ago
9
LICENSE needs to be filled
#12
parmentelat
closed
5 months ago
3
tests are failing ?
#11
parmentelat
closed
5 months ago
4
contributing documentation improvements
#10
parmentelat
closed
4 months ago
17
pylint-friendliness & very long lines
#9
parmentelat
closed
5 months ago
4
Included column-wise standard deviation scaling in the fast cross validation.
#8
Sm00thix
closed
8 months ago
0
Added fast cross-validation and updated some other things.
#7
Sm00thix
closed
9 months ago
0
Dev
#6
Sm00thix
closed
9 months ago
0
Dev
#5
Sm00thix
closed
9 months ago
0
Final functionality and examples before submission to JOSS
#4
Sm00thix
closed
9 months ago
0
Updated workflows to explicitly use Python3
#3
Sm00thix
closed
10 months ago
0
Dev
#2
Sm00thix
closed
10 months ago
0
Added package build
#1
Sm00thix
closed
10 months ago
0