Time Series Forecaster

Train LSTM neural networks on your time series data and forecast the future — all in the browser.

Features

• Line chart visualization — see your raw time series
• LSTM training — configurable window size, units, epochs
• Live loss chart — watch training progress
• Forecast overlay — predicted values shown on the chart
• Metrics — MSE, MAE, RMSE
• Export — download predictions as CSV, model as TF.js

Technical details

• TensorFlow.js LSTM layer
• Min-max normalization
• Sliding window sequence generation
• 80/20 train/validation split
• Handles up to ~10K data points comfortably