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Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog and this project adheres to Semantic Versioning.

Unrealeased

  • TimeFrames - Added support for infering frequency
  • Evaluator - Updated the ModelGridSearch to support better logging and parallel execution
  • Datasets - Removed csv files and add zipped data files instead
  • General - Added ruff support, slow marker for long tests and more

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0.1.0 - 2022-12-23

  • TimeFrames - Contains EnergyTimeFrame class which preprocesses energy time series data to make it sutible to feed to Forecaster.
  • Forecaster - Forecaster class takes EnergyTimeFrame and sklearn compatible model to get a forecast.
  • Evaluator - Evaluator class will contain different metrics that can be calculated from the forecasted values.
  • Datasets - Some commonly used Energy datasets.

Compare with first commit