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@JGSweets JGSweets released this 14 Jul 15:10
· 334 commits to main since this release
0.6.0
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Learn about vigilant mode.

Profiler

  • Structured Profiler can now take in duplicate columns #315
    • this is an api Change to access to the data in the report, data_stats is now a list
  • Categorical Profile now includes top 5 counts #299
  • Add new categorical statistics: gini impurity and unalikeability #308, #320
  • Unstructured Data Labeler profile now includes entity percentages #305
  • Add Pearson's correlation to the Structured Profiler #281, #307, #317
  • Unstructured Profiler Text vocab now outputs a top k highest vocab counts #304, #314

Runtime Changes

  • Categorical Profiler keeps an internal count of categories #296
  • Text in Unstructured profiler now keep a count of vocab #304
  • Data Reader's `is_match function can now take in StringIO/ByteIO #292 ,#306, #326

Bug fixes

  • Bug fix to make sure samples being stored by UnstructuredProfiler save #313

Other Changes

Assets 2
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