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TAPE v0.2.0
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@dougbrn dougbrn released this 14 Jun 17:18
· 379 commits to main since this release
v0.2.0
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TAPE v0.2.0 includes the following:

  • Object/Source Paradigm: The Ensemble dataframe has been broken into two dataframes, the "source" and "object" frames. Where the object dataframe stores object level information, and the source frame stores their corresponding time-domain data. These dataframes are kept in-sync with one another as the dataframes are worked with.
  • Expanded Dataframe API: Ensemble.insert, Ensemble.persist, Ensemble.select, Ensemble.query, Ensemble.assign, Ensemble.from_source_dict
  • ColumnMapper Utility Class: Facilitates mapping of dataset columns to the internal Ensemble known columns.
  • Temporal Binning Functionality: Added via Ensemble.bin_sources, with a full tutorial notebook on it's usage
  • Greatly Expanded Structure Function: including a number of implementations to choose from, many new keyword arguments, the ability to implement your own function within the Structure Function framework, and a partial tutorial notebook.
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