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Release 1.7.0

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@paxcema paxcema released this 17 Nov 22:24
v1.7.0
3eccb43
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Lightwood 1.7.0 changelog:

Features:

  • Simplified type mapping in Json AI (#724)
  • Setter for neural mixer # epochs (#737)
  • Improved nan handling (#720)
  • Drop columns with no information (#736)
  • LightGBM mixer supports weights (#749)
  • Improved OneHot and Binary encoders' logic around weights (#749)
  • New accuracy function lookup hierarchy (#754)
  • Better warning logs when nan or inf values are encountered (#754)

Bug fixes:

  • Fixed LightGBM error on CPU (#726)
  • Cast TS group by values to string to avoid TypeError (#727)
  • Check target values when transforming time series if task requires them (#747)
  • Streamline encode/decode in TsArrayNumericEncoder (#748)
  • target_weights argument is now used properly (#749)
  • Use custom R2 accuracy to account for edge cases (#754)
  • Fixed target dropping behavior (#754)

Other

  • Update README.md example (#731)
  • Separate branch for docs (#740)
  • Docs for image and audio encoders; LightGBM and LinearRegression mixers (#721, #722)
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