Creditworthiness scoring model

Create an API for the credit service company Home Credit, and give the opportunity to their clients to take control of their credit score, by providing them with a prediction for their loan application. And the detailed explanation of the prediction.

The data was collected here : Home credit clients database.

The code will be available here :

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Name		Name	Last commit message	Last commit date
Latest commit History 60 Commits
.vscode		.vscode
Archivo_Black		Archivo_Black
__pycache__		__pycache__
projet7package		projet7package
static		static
streamlit		streamlit
templates		templates
workflows		workflows
.DS_Store		.DS_Store
.gitignore		.gitignore
API_1.py		API_1.py
API_1_local.py		API_1_local.py
API_2_local.py		API_2_local.py
CZA61LW2.jpeg		CZA61LW2.jpeg
L0HKLVB1.jpeg		L0HKLVB1.jpeg
LightGBM_bestmodel.pkl		LightGBM_bestmodel.pkl
MyModule_p7.py		MyModule_p7.py
PSKIMNCN.jpeg		PSKIMNCN.jpeg
Procfile		Procfile
README.md		README.md
XATKHFC8.jpeg		XATKHFC8.jpeg
clean.py		clean.py
client_test_db.csv		client_test_db.csv
client_train_db.csv		client_train_db.csv
df_train_set_1.csv		df_train_set_1.csv
plot_.py		plot_.py
preprocessing_2.pkl		preprocessing_2.pkl
requirements.txt		requirements.txt
runtime.txt		runtime.txt
shared_score.json		shared_score.json
streamlit_app.py		streamlit_app.py
style.css		style.css
test_API_1.py		test_API_1.py
test_API_2.py		test_API_2.py
test_API_com.py		test_API_com.py
test_API_com2.py		test_API_com2.py