Skip to content

you-do-4 #21

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 14 commits into
base: main
Choose a base branch
from
Open

you-do-4 #21

Changes from 1 commit
Commits
Show all changes
14 commits
Select commit Hold shift + click to select a range
f839e8a
feat: add FeatureExtractor
Bahadir-Erdem Feb 17, 2025
3393cb2
fix: fix mishandling categorical column
Bahadir-Erdem Feb 17, 2025
5085e1a
feat: add baseline model
Bahadir-Erdem Feb 17, 2025
2f2f69a
feat: add catboost model
Bahadir-Erdem Feb 17, 2025
3716ab5
fix: now if there is no previous selected features, using all of them…
Bahadir-Erdem Feb 18, 2025
988dbcd
Add: Custom TargetEncoder added. TargetEncoder can automatically sele…
Bahadir-Erdem Feb 27, 2025
1926dda
Feat: TargetEncoder is now compatible sktime splits.
Bahadir-Erdem Feb 28, 2025
e6d5407
Feat: FeatureExtractor now uses datetime as index.
Bahadir-Erdem Mar 1, 2025
55a5f64
Feat: TargetEncoder is now compatible with sktime splits.
Bahadir-Erdem Mar 1, 2025
cc6bd54
Fix: Duplicate datetime index value problem resolved. weather_code used.
Bahadir-Erdem Mar 3, 2025
084d475
Refactor: Folder name changed. FeatureExtractor added.
Bahadir-Erdem Mar 3, 2025
347907b
Feat: Catboost model trained with expanding window and TargetEncoder.
Bahadir-Erdem Mar 3, 2025
3ebe7b6
Fix: Category column type corrected.
Bahadir-Erdem Mar 6, 2025
1d9a1e3
Feat: Ridge model trained with expanding window and TargetEncoder.
Bahadir-Erdem Mar 6, 2025
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Prev Previous commit
Next Next commit
feat: add baseline model 
Baseline model returns the mean of target values. Train, val and test mae are: 21, 14, 16
  • Loading branch information
@Bahadir-Erdem
Bahadir-Erdem committed Feb 17, 2025
commit 5085e1ac60e4667b3e13cd40cdc4a1c47bdbb16b
Loading