Releases: rafiqhasan/auto-tensorflow
Releases · rafiqhasan/auto-tensorflow
1.3.4
- Fixed bugs
- Cleaned up PIP dependencies for faster installation
Full Changelog: 1.3.3...1.3.4
1.3.3
- Fixed bugs
Full Changelog: 1.3.2...1.3.3
1.3.2
- 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
Features:
- Upgraded to TF 2.6.0
- Upgraded to TFX 1.4.0
- Added new feature engineering functions
- Added capability to handle multiple line CSVs
- Keras Tuner functionality now more optimised and HPT runs faster
1.2.0
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
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
1.0.1 - 07/07/2021
- First public release