pmdarima 2.0.0

Version 2.0.0

on Python PyPI

Potentially breaking changes:

• Use of the exogenous keyword (deprecated in 1.8.0) will now raise a TypeError
  • Use of the sarimax_kwargs keyword (deprecated in 1.5.1) will now raise a TypeError
  • A falsey value for ARIMA's method argument (deprecated pre-1.5.0) will now raise a ValueError
  • A falsey value for ARIMA's maxiter argument will now raise a ValueError (warning since 1.5.0)
  • pmdarima is no longer built for 32-bit architectures
  • macOS images are built using macOS 11 instead of macOS 10.15

Other changes:

• Bump numpy dependency to >= 1.21
• Expose fittedvalues in the public API. See #493
• Add support for ARM64 architecture. See #434
• Introduce new arg, preserve_series, to pmdarima.utils.check_endog that will preserve or squeeze a Pandas Series object to preserve index information.
• Update Cython pinned version to include !=0.29.31