v2.0 [2020-10-22]
New features
Forecasting
- A request to the SSE can be executed after activating it, instead of after each change to one of the function's parameters
Anomaly Detection
- In-sample and out-of-sample anomaly detection functions, for:
- Retrieving normal behavior
- Retrieving anomalies
- Retrieving residuals
- Retrieving anomaly indicator
- Explainability functions for anomaly detection (on predictor and feature level)
- Support for different data availabilities
- Option for automatic sensitivity
- A request to the SSE can be executed after activating it
Deprecated
- The function
Forecast
is deprecated and replaced by F_Forecast
- The function
SimpleImportances
is deprecated and replaced by F_PredictorImportances
- The function
ExtendedImportances
is deprecated and replaced by F_FeatureImportances
- The
lock_model
parameter is deprecated and replaced by the model_activation
parameter
v1.0 [2020-09-18]
New features
- Forecasting (RTInstantML) function
- Explainabilty functions for forecasting (on predictor and feature level)
- Implements TIM API v4