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Releases: rafiqhasan/auto-tensorflow

1.3.4

09 Dec 14:55
fec07b2
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  • Fixed bugs
  • Cleaned up PIP dependencies for faster installation

Full Changelog: 1.3.3...1.3.4

1.3.3

09 Dec 13:22
0a73464
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  • Fixed bugs

Full Changelog: 1.3.2...1.3.3

1.3.2

26 Nov 17:56
c3eab17
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  • Added bucketization feature engineering
  • Added more diverse HPT options
  • Replaced RELU with SELU
  • Better accuracy on regression models
  • Changed HPT objective for classification models
  • Multiple improvisations for higher accuracy models

Full Changelog: 1.3.1...1.3.2

1.3.1

18 Nov 17:24
378b63d
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Features:

  1. Upgraded to TF 2.6.0
  2. Upgraded to TFX 1.4.0
  3. Added new feature engineering functions
  4. Added capability to handle multiple line CSVs
  5. Keras Tuner functionality now more optimised and HPT runs faster

1.2.0

24 Jul 07:37
2024183
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1.2.0 - 07/24/2021

  • Upgraded to TFX 1.0.0
  • Major performance fixes
  • Fixed bugs
  • Added more features:
    • TFX CSVExampleGen speedup
    • Added more feature engineering options

1.1.1

20 Jul 10:57
c3bc383
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1.1.1 - 07/14/2021

  • Fixed bugs
  • Added more features:
    • Added complexity = 2 for automated tunable textual layers
    • Textual label for Classification
    • Imbalanced label handling
    • GPU fixes

1.0.1

20 Jul 10:52
ae96343
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1.0.1 - 07/07/2021

  • First public release