---
title: AutoTSApp
emoji: 🚀
colorFrom: green
colorTo: green
sdk: streamlit
app_file: src/app.py
sdk_version: 1.52.2
pinned: false
short_description: Spotify Recommendation System with Machine Learning
license: mit
---

# AutoTS Apple Stock Price Prediction

A simple Python project using **AutoTS** for predicting Apple stock prices for the next 10 days.  
Includes a **pre-trained model saved with `joblib`** and a **Streamlit interface** for easy visualization.

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## Features

- Automatic Time Series Forecasting using AutoTS
- Predicts next 10 days of Apple stock prices
- Handles messy data automatically
- Interactive Streamlit interface to upload CSV and view predictions
- Model saved with `joblib` for reuse

---