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@jpn-- jpn-- released this 09 Jan 19:12
· 35 commits to main since this release
v2.5.0
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What's Changed

  • adds processor for df.get(xxx) notation
  • adds streaming data
  • logit models are maskable (only a subset of rows are evaluated)
  • when converting dataframe to dataset, duplicate column names are generally not allowed, but if column data is identical then the duplicate column is dropped (this compatibility comes at a cost of some performance and should be avoided if possible)
  • code now emits CacheMissWarning when compile is triggered, this is totally normal and expected on the first pass to compile things, but can give useful information when a function is unexpectedly recompiled (e.g. due to an accidental difference in input dtypes)
  • intermediate functions are no longer cached, reducing the cache footprint on disk with no impact on performance
  • ast processing now completes a first pass on each expression with each subspace before cascading down to fallback subspaces, this permits more complex expressions to complete
  • implements nested logit, mnl_draws function name changed to logit_draw.
  • no longer tested for compatibility with Python 3.7 (google colab updated to 3.8)

Full Changelog: v2.4.0...v2.5.0

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