pypi prophet 1.1.5

latest release: 1.1.6
13 months ago

What's Changed

Python

  • Upgraded cmdstan version to 2.33.1, enabling Apple M2 support.
  • Added pre-built wheels for macOS arm64 architecture (M1, M2 chips).
  • Added argument scaling to the Prophet() instantiation. Allows minmax scaling on y instead of
    absmax scaling (dividing by the maximum value). scaling='absmax' by default, preserving the
    behaviour of previous versions. Credits to @yoziru
  • Added argument holidays_mode to the Prophet() instantiation. Allows holidays regressors to have
    a different mode than seasonality regressors. holidays_mode takes the same value as seasonality_mode
    if not specified, preserving the behaviour of previous versions. Credits to @CoreyBryant-everi
  • Added two methods to the Prophet object: preprocess() and calculate_initial_params(). These
    do not need to be called and will not change the model fitting process. Their purpose is to provide
    clarity on the pre-processing steps taken (y scaling, creating fourier series, regressor scaling,
    setting changepoints, etc.) before the data is passed to the stan model.
  • Added argument extra_output_columns to cross_validation(). The user can specify additional columns
    from predict() to include in the final output alongside ds and yhat, for example extra_output_columns=['trend']. Credits to @dchiang00
  • prophet's custom hdays module was deprecated last version and is now removed.

R

  • Updated holidays data based on holidays v0.34

Full Changelog: v1.1.4...1.1.5

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