An interactive AI-powered app for predicting stock prices using LSTM and Streamlit with real-time stock selection and export options.
📈 StockSense - AI-Powered Stock Price Predictor StockSense is a user-friendly, web-based application that uses an LSTM deep learning model to predict future stock prices. Built with Streamlit, Keras, and yfinance, this app allows users to select popular stocks and visualize real-time historical data alongside predicted prices.
🚀 Features
📊 Stock Selection: Choose from major tech stocks like GOOG, AAPL, TSLA, and more.
🧠 AI-Powered Forecasting: Uses a pre-trained LSTM model to predict future prices.
📈 Interactive Charts: Visualizes moving averages, historical prices, and model predictions.
📥 Data Export: Download predicted vs. actual prices as CSV or Excel.
🌙 Dark Theme: Sleek UI with modern dark styling.
🛠️ Tech Stack
Frontend: Streamlit
Data Source: Yahoo Finance API (yfinance)
Model: Long Short-Term Memory (LSTM) with Keras
Visualization: Matplotlib
File Export: Pandas, XlsxWriter