Interactive demo of an LSTM-based deep learning model for time series forecasting. Predicts stock prices with 94% R² score using historical data and technical indicators.
LSTMDeep LearningTime SeriesYahoo Finance API
Forecast Parameters
Select stock and prediction timeframe
Select parameters to generate stock price forecast
Technical Implementation
Model Architecture
• 3-layer LSTM network with dropout regularization
• Sequence length of 60 days for temporal pattern learning