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Home_Credit_Default_Risk_Prediction

Commit History

fix: Display dataset shape
c89509e

iBrokeTheCode commited on

chore: Add LESSONS file
88dfbf3

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chore: Redact README file
453dbe9

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refactor: Improve main app layout
f429f8e

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feat: Add model prediction app
d234096

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chore: Save LightGBM model
c742ac4

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Chore: Fix some misspells
d77c733

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refactor: Show Stats components to display interpretations
a76ebf6

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chore: Add performance analysis and conclusions
11548ed

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chore: Migrate marimo to Jupyter notebook
7bdd0db

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fix: Update links to source code in notebook
c045d56

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fix: Add lightgbm package to requirements.txt
3e96ca9

iBrokeTheCode commited on

chore: Add LightGBM model
e39e2ca

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fix: Solve issue when transposing head sample
c9351e4

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chore: Improve notebook presentation
2a3fc10

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chore: Use RandomizedSearchCV to get the best hyper parameters
dc5046f

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chore: Train Logistic Regression model
ac8c468

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refactor: Use Pipeline and ColumnTransformer for preprocessing
9995a6a

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chore: Complete preprocessing stage
bd9910a

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chore: Add ignore line for csv dataset
7c1a09b

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chore: Track dataset with Git LFS
19ad66f

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chore: Add first part of EDA
6ff8026

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chore: Add functions to get dataset
25bc9b3

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initial commit
f5d80de
verified

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