Release notes
=============
Features
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Code
- Save models with custom names
- Include OHE (One Hot Encoding) functionality in data processing
GUI
- Include NAS (Neural Architecture Search) functionality
Enhancements
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Code
- Better examples reproducibility, included within the library
- Enable passing parameters to benchmark metric functions
GUI
- Add download config file button and download trained model button
- Send output logs and errors to txt files
- Replace radio buttons by toggles to configure binary options
Fixes
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Code
- Fix compute\_auc\_metric function
- Fix GradientBoostingClassifier default search space
- Ensure that results path is coherent for all configuration examples
- Ensure that reported metrics do not raise error
- Remove non search space hyperparameters from output
- Remove unnecessary directories
- Rename output directories consistenly with \"honcaml\_\" prefix
Package
- Ensure that GUI can be launched correctly
- Set correct build options from library
- Add plotly to dependencies
- Include yaml templates properly
- Specify correct emails from package description
- Set correct streamlit version
Documentation
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- Update CONTRIBUTING.md file
- Refer to links correctly in documentation