microsoft / archai

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

https://microsoft.github.io/archai

MIT License

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Probabilities and encoding of DiscreteChoice objects #152

Closed piero2c closed 1 year ago

piero2c commented 1 year ago

Pull Request Template

Description

Feature: Custom sampling probabilities for DiscreteChoice objects
Feature: Encoding strategy (one_hot or numeric) for DiscreteChoice objects
Fix: ConfigSearchSpace.unused_param_values not being used
Formatting: Shorter import statements for archai.discrete_search.evaluators and archai.discrete_search.api

Please delete options that are not relevant.

[X] Bug fix (non-breaking change which fixes an issue)
[X] New feature (non-breaking change which adds functionality)

Final checks:

[ ] Follows guidelines of project
[ ] Self-review of code
[ ] Commented code in hard-to-understand areas
[ ] Corresponding changes to the documentation
[ ] Changes generate no new warnings
[ ] Dependent changes have already been merged
[ ] Checked code correction any misspellings