Instructions to use saifhmb/Credit-Card-Risk-Model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Scikit-learn
How to use saifhmb/Credit-Card-Risk-Model with Scikit-learn:
import joblib from skops.hub_utils import download download("saifhmb/Credit-Card-Risk-Model", "path_to_folder") model = joblib.load( "skops-akmmropo.pkl" ) # only load pickle files from sources you trust # read more about it here https://skops.readthedocs.io/en/stable/persistence.html - Notebooks
- Google Colab
- Kaggle
| { | |
| "sklearn": { | |
| "columns": [ | |
| "AGE", | |
| "INCOME", | |
| "GENDER", | |
| "MARITAL", | |
| "NUMKIDS", | |
| "NUMCARDS", | |
| "HOWPAID", | |
| "MORTGAGE", | |
| "STORECAR", | |
| "LOANS" | |
| ], | |
| "environment": [ | |
| "scikit-learn=1.2.2" | |
| ], | |
| "example_input": { | |
| "AGE": [ | |
| 32, | |
| 45, | |
| 25 | |
| ], | |
| "GENDER": [ | |
| "m", | |
| "f", | |
| "f" | |
| ], | |
| "HOWPAID": [ | |
| "weekly ", | |
| "weekly ", | |
| "weekly " | |
| ], | |
| "INCOME": [ | |
| 21772, | |
| 27553, | |
| 23477 | |
| ], | |
| "LOANS": [ | |
| 1, | |
| 2, | |
| 1 | |
| ], | |
| "MARITAL": [ | |
| "married ", | |
| "divsepwid", | |
| "single " | |
| ], | |
| "MORTGAGE": [ | |
| "y", | |
| "y", | |
| "n" | |
| ], | |
| "NUMCARDS": [ | |
| 2, | |
| 6, | |
| 1 | |
| ], | |
| "NUMKIDS": [ | |
| 1, | |
| 4, | |
| 1 | |
| ], | |
| "STORECAR": [ | |
| 3, | |
| 5, | |
| 2 | |
| ] | |
| }, | |
| "model": { | |
| "file": "skops-akmmropo.pkl" | |
| }, | |
| "model_format": "pickle", | |
| "task": "tabular-classification" | |
| } | |
| } |