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CHANGELOG.rst

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Changelog

Version 0.1.12

  • Update failing param grid for exponential smoothing models
  • Update depencencies
  • Silently skip fialing autosarimaxin large scale CV

Version 0.1.11

  • Fix issues with unstable models picked during CV
  • Improve logging (hcb_verbose flags)
  • Update docs
  • Update depencencies

Version 0.1.10

  • Add random states to examples and model grid configuration
  • Fix damped_trend in statsmodels model definition

Version 0.1.9

  • Add support for python 3.6
  • Fix loading of country code column for model selector
  • Improve compatibility with sktime

Version 0.1.8

  • Add before_days, after_days, bridge_days features to the holiday transformer for better modeling of after, before and between holiday effects
  • Add Theta model

Version 0.1.7

  • Add support for simultaneous usage of multiple holidays
  • Add progress bars for model selection
  • Improve plotting
  • Column names created by Seasonality and Holiday transformers start with _ to prevent name clashes

Version 0.1.6

  • Fix country column handling in ModelSelector
  • Improved experience of trying examples through Binder (pre-cached docker image)
  • Adding templates for GitHub issues

Version 0.1.5

  • More informative error messages when trying to use wrappers without installed dependent packages
  • Updating examples and dependencies to enable wider usage with core installation

Version 0.1.4

  • Adding Windows distribution
  • Other internal fixes (CI, CD, conda distribution, pre-commit, code cleanup, test coverage)

Version 0.1.3

  • Python packaging fixes

Version 0.1.0

  • A time-series forecasting library developed by the data science team of Heidelbergcement using a scikit-learn compatible API and popular ML libraries as backend
  • First public release