update

README.md

@@ -9,6 +9,6 @@ app_file: glucose_app.py
 pinned: false
 ---
 
-# Blood Glucose Prediction
+# 🩸 Blood Glucose Level Prediction
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+This project explores multiple approaches for predicting blood glucose levels using multimodal data from the Big Ideas dataset. It includes data from wearables (accelerometer), nutritional inputs, and demographic/medical history features. Our goal is to evaluate and compare naive, machine learning, and deep learning methods to provide personalized and accurate glucose level forecasts.

glucose_app.py

@@ -6,9 +6,9 @@ import os
 import joblib
 from sklearn.metrics import root_mean_squared_error
 
-from make_dataset import create_features
-from naive_approach import get_column_specs, prepare_data, zeroshot_eval, simple_diagonal_averaging
-from ml_approach import format_dataset
+from scripts.make_dataset import create_features
+from scripts.naive_approach import get_column_specs, prepare_data, zeroshot_eval, simple_diagonal_averaging
+from scripts.ml_approach import format_dataset
 
 SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__))
 CONTEXT_LENGTH = 52