API Reference¶
API Reference¶
Welcome to the full API documentation of the Auto-Sklong AutoML toolbox. 
Be aware!
Considering Auto-Sklong is based on GAMA.
We frequently redirect users to the official GAMA documentation. In addition to the extensive
Sklong official documentation. Therefore, be aware that the following documentation will be more brief due to the extensive documentation of
GAMA and
Sklong.
As a result, by relying on those two, we greatly improves maintainability and consistency.
However, visually speaking, you will need to switch between documents. As our contributor base grows,
we may consider including the full GAMA documentation as a subset to reduce back and forth.
Nonetheless, Sklong will remains a separate documentation as it is a different project. No AutoML related,
but a Longitudinal machine learning library toolbox.
AutoML Classes¶
Search Methods¶
- Bayesian optimisation (BO)
- Asynchronous Evolutionary Algorithm (Async EA) (redirect to GAMA)
- Asynchronous Successive Halving (ASHA) (redirect to GAMA)
- Random Search (redirect to GAMA)
Were you looking to update/look-into the Auto-Skong's search space?
We got you covered! Check out the search space page.