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README.md

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+# 📈 LSTM Stock Price Forecasting
+
+This repository contains an **LSTM model** trained on stock closing prices.  
+
+- Dataset: Yahoo Finance (AAPL, 2015–2023)  
+- Models Compared: ARIMA vs LSTM  
+- Evaluation: RMSE & MAPE using rolling window  
+- Deployment: Hugging Face Hub (`DataSynthis_ML_JobTask`)  
+
+## Usage
+```python
+from huggingface_hub import hf_hub_download
+import tensorflow as tf
+
+# Download model
+model_path = hf_hub_download(repo_id="Jalal10/DataSynthis_ML_JobTask", filename="lstm_stock_model.h5")
+
+# Load model
+model = tf.keras.models.load_model(model_path)