pytsal v1.1.1

Changelog for v1.1.1

• Add ARIMA model (In preview)
• Fix csv_loader bug which failed to detect frequency automatically
• Add new parameter (size) to TimeSeries class
• Setup function now supports custom train-test split ratio
• Add support for RMSE
• Minor bug fixes and performance enhancements

pytsal v1.1.0

Changelog for v1.1.0

• Add tutorial and examples for forecasting and anomaly detection under examples folder
• Use remote dataset from github include of local files
• Add new pytsal logo
• Enhance size of validation plot
• Upgrade anomaly detection module
• Minor bug fixes and performance enhancements

pystal v1.0.2

Changelog for v1.0.2

• Add model comparison plot
• Improve scoring functions
• Update brutlag algorithm

v1.0.1

Changelog for v1.0.1

• Update example (forecasting and anomaly_detection)
• Fix pypi readme rendering bug

pystal v1.0.0

This release add the following:

• 2 Datasets - one for forecasting and other for anomaly detection
• Time series data loaders
• Basic Time series preprocessing
• Holt Winters
• Rich Time series visualization
• Time series validation
• AutoTS feature for holt winter forecasting model