Add root route and readme endpoint

model/metadata.json

@@ -92,5 +92,10 @@
   "cost_matrix": {
     "FP": 1.0,
     "FN": 5.0
-  }
-}
+  },
+  "sklearn_version": "1.6.1",
+  "xgboost_version": "2.1.1",
+  "joblib_version": "1.4.2",
+  "pandas_version": "2.2.2",
+  "numpy_version": "1.26.0"
+}

model/model_meta.json

@@ -1 +0,0 @@
-{"model": "lgbm+cal", "version": "1.0.0", "selected_model": "lgbm+cal", "features": ["age", "income", "credit_score", "loan_amount", "loan_term", "interest_rate", "employment_status", "debt_to_income_ratio", "marital_status", "number_of_dependents", "property_ownership", "loan_purpose"], "num_cols": ["age", "income", "credit_score", "loan_amount", "loan_term", "interest_rate", "debt_to_income_ratio", "number_of_dependents"], "cat_cols": ["employment_status", "marital_status", "property_ownership", "loan_purpose"], "split": {"train": 3499, "val": 751, "test": 750}, "metrics": {"val_auc_pr": 0.0999320886230898, "val_auc_roc": 0.49033530571992107}}

model/pipeline.joblib

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:695b8f94ae93d3e2e676d7005ec27239742e8e7e0fa8d6a4447e478ab9d5910d
-size 13855459

model/threshold.json

@@ -1 +0,0 @@
-{"threshold": 0.06999999999999999}

requirements.txt

@@ -1,8 +1,8 @@
 fastapi==0.115.6
 uvicorn==0.32.1
-numpy==1.26.4
+numpy==1.26.0
 pandas==2.2.2
-scikit-learn==1.4.2
+scikit-learn==1.6.1
 xgboost==2.1.1
 lightgbm==4.3.0
 joblib==1.4.2