Tutorials

This section present a collection of tutorials that will walk you through the main capabilities of the Canari library through simple toy examples.

• Univariate time series forecasting without LSTM
• Univariate time series forecasting with LSTM
• Forecasting with LSTM and explanatory time series
• Forecasting using ICOLD2022 data
• Anomaly detection using the switching Kalman filter
• Swithing Kalman filter parameter tuning using synthetic anomalies
• Read .DAT data files