Stock Trend Predictor
LSTM-Based Market Analysis Tool
A machine learning-powered application that predicts stock price trends using historical data from Yahoo Finance and an LSTM neural network built with pure PyTorch.
Built using Python, PyTorch, Streamlit, Pandas, NumPy, Plotly, yfinance
- LSTM-based time-series prediction for stock market trends
- Real-time data collection via Yahoo Finance API integration
- Interactive Streamlit dashboard for custom stock visualization
- Comprehensive performance analytics and interactive price trend visualizations using Plotly
If you're curious, feel free to explore: