move files

README.md

@@ -4,6 +4,6 @@ colorFrom: indigo
 colorTo: pink
 sdk: gradio
 sdk_version: 4.44.0
-app_file: app/app.py
+app_file: app.py
 pinned: false
 license: apache-2.0

app/app.py → app.py

@@ -3,7 +3,7 @@ import pickle
 import numpy as np
 
 # Load your trained model
-with open("app/model.pkl", "rb") as f:  # Adjusted the path to model.pkl
+with open("model.pkl", "rb") as f:  # Adjusted the path to model.pkl
     model = pickle.load(f)
 
 # Define a function to make predictions

app/requirements.txt

@@ -1,10 +0,0 @@
-mlflow==2.16.2
-cloudpickle==3.0.0
-ipykernel==6.29.5
-loguru==0.7.2
-numpy==2.1.1
-pandas==2.2.3
-python-dotenv==1.0.1
-scikit-learn==1.5.2
-scipy==1.14.1
-gradio==3.1

requirements.txt

@@ -1,17 +1,10 @@
-black
-flake8
-ipython
-isort
-jupyterlab
-loguru
-matplotlib
-mkdocs
-notebook
-numpy
-pandas
-pip
-python-dotenv
-scikit-learn
-tqdm
-typer
--e .
+mlflow==2.16.2
+cloudpickle==3.0.0
+ipykernel==6.29.5
+loguru==0.7.2
+numpy==2.1.1
+pandas==2.2.3
+python-dotenv==1.0.1
+scikit-learn==1.5.2
+scipy==1.14.1
+gradio==3.1