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Beta 0.3.0 (some API changes)

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@ourownstory ourownstory released this 30 Nov 20:30
  • Add benchmark framework
  • Support panel datasets with global modelling
  • Add minimal verbosity option to fit method
  • Allow no metrics
  • Repeat learning-rate range test 3 times, use log10 avg
  • Update energy example notebook
  • Require passing dataframe for validation data while training
  • Update how to build documentation added to Contributing
  • Documentation using sphinx (before: mkdocs)
  • Now optional: using make_future_dataframe
  • avoid double calls to normalization and fill missing data methods
  • New notebook guiding how to collect predictions
  • Make raw predictions available to user
  • Embed Tutorials in documentation page
  • Embed Docstrings in documentation page
  • move data to ourownstory/neuralprophet-data repository
  • New energy notebook on ERCOT data
  • Support more types of custom loss functions
  • remove reliance on attrdict, use dataclasses instead
  • improved plotting legend
  • fix issues