Auto Tensorflow Versions Save

Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.com/in/sam04/

1.3.4

1 year ago
  • Fixed bugs
  • Cleaned up PIP dependencies for faster installation

Full Changelog: https://github.com/rafiqhasan/auto-tensorflow/compare/1.3.3...1.3.4

1.3.3

1 year ago
  • Fixed bugs

Full Changelog: https://github.com/rafiqhasan/auto-tensorflow/compare/1.3.2...1.3.3

1.3.2

2 years ago
  • 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: https://github.com/rafiqhasan/auto-tensorflow/compare/1.3.1...1.3.2

1.3.1

2 years ago

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

2 years ago

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

2 years ago

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

2 years ago

1.0.1 - 07/07/2021

  • First public release