Predictive Market Analysis using LSTM
A deep learning-based stock market prediction tool leveraging LSTM networks for time series forecasting and trend visualization.
About this project
Overview
PredictiveMA is a web-based application designed to forecast stock trends using LSTM (Long Short-Term Memory) neural networks. It demonstrates how historical stock data can be used for future price prediction through time series modeling.
Features
- 📈 Stock Price Prediction using LSTM models
- 📊 Interactive graphs via Chart.js
- 🌐 Lightweight Flask backend for deployment
- 🔍 View real-time and predicted data trends
- 📂 Built with modular and extensible code
Tech Stack
- Python, Flask
- LSTM (Long Short-Term Memory Networks)
- yFinance API
- Chart.js
- HTML/CSS
Deep LearningLSTMStock PredictionTime SeriesPythonFinanceFlaskChart.js
