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Add DrafonFlySelectionCV with sklearn-api #33

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Add DrafonFlySelectionCV with sklearn-api #33

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jckkvs
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@jckkvs jckkvs commented Sep 16, 2023

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akhil-maker and others added 30 commits October 7, 2022 20:09
@akhil-maker
Update typo of 'quadraic' to 'quadratic'
3f12c19
@snyk-bot
fix: docs/requirement.txt to reduce vulnerabilities
346f9a2 
The following vulnerabilities are fixed by pinning transitive dependencies:
- https://snyk.io/vuln/SNYK-PYTHON-SETUPTOOLS-3180412
- https://snyk.io/vuln/SNYK-PYTHON-WHEEL-3180413
@jaswinder9051998
Merge pull request jaswinder9051998#24 from jaswinder9051998/snyk-fix…
4da83e1 
…-0b9536ebf1167474306789a0a0a648c1

[Snyk] Fix for 2 vulnerabilities
@jaswinder9051998
Merge pull request jaswinder9051998#21 from akhil-maker/master
09e2d66 
Update typo of 'quadraic' to 'quadratic'
@jaswinder9051998
Revert "Update typo of 'quadraic' to 'quadratic'"
7551361
@jaswinder9051998
Merge pull request jaswinder9051998#26 from jaswinder9051998/revert-2…
f2b5536 
…1-master

Revert "Update typo of 'quadraic' to 'quadratic'"
Added method _get_bestScore to get the "right" best scores, adjusted …
934c463 
…for negative signs
Merge branch 'master' of github.com:RenZhen95/zoofs
1c6ee7d
@jaswinder9051998
Merge pull request jaswinder9051998#27 from RenZhen95/master
7c502b8 
Method to correct for self.best_score
@jckkvs
Create __init__.py
da62f1d
@jckkvs
sklearn-api added
6be34ed 
I refered https://github.com/manuel-calzolari/sklearn-genetic/tree/master/genetic_selection
@jckkvs
trial_drafonfly
a174ec3
@jckkvs
Update dragon_fly.py
c9c682b
@jckkvs
fix sonarcloud
23ec3f6
@jckkvs
delete "not used function"
6c5e906
@jckkvs
delete __version__
69ce16d
@jckkvs
minor change
9556da1
@jckkvs
minor changee
eab4e65
@jckkvs
delete white space
4007702
@jckkvs
minor change
89c1df0
@jckkvs
change folder structure
82d8f82
@jckkvs
delete directory
0c58d70
@jckkvs
Add files via upload
e9c1b5e
@jckkvs
Add files via upload
fdcd681
@jckkvs
Delete zoofs/sklearn/dragon_fly.py
b5fbd3d
@jckkvs
Update and rename dragonfly_.py to dragonfly.py
c965e97
@jckkvs
Remove unused functions, add comments
70eb50f 
Removed unused functions
Added comments on variables in the algorithm
Clarified the use of the variable 'i' for both 'iteration' and 'individual'
@jckkvs
Update __init__.py
903cb7f
@jckkvs
Add files via upload
58036dc
@jckkvs
Delete zoofs/sklearn directory
cc0d615
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Kudos, SonarCloud Quality Gate passed!    Quality Gate passed

Bug A 0 Bugs
Vulnerability A 0 Vulnerabilities
Security Hotspot A 0 Security Hotspots
Code Smell A 0 Code Smells

No Coverage information No Coverage information
No Duplication information No Duplication information

@jckkvs
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jckkvs commented Sep 20, 2023 •
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@jaswinder9051998
I have implemented a DragonFlySelectionCV class that is designed to be compatible with the scikit-learn API. This ensures seamless integration with scikit-learn pipelines and other utilities.

I haven't changed the basic algorithm of DragonFly Optimization. There are some omitted codes, but feel free to modify them as needed.

#25

@jaswinder9051998
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Hi @jckkvs , i am going to take some time to evaluate the code
In the meantime is it possible for u to reroute the submission to the development branch instead master

Btw thank u for all your efforts, going to merge it as soon as i am sure about the functioning

@jckkvs jckkvs changed the base branch from master to development December 26, 2023 07:06
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jckkvs commented Dec 26, 2023

@jaswinder9051998
Apologies for the delayed response. I have now switched the pull request to the development branch.

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@jckkvs @jaswinder9051998 @akhil-maker @snyk-bot