@@ -73,7 +73,16 @@ We offer the following quality measures and techniques:
## Data Handling
Oftentimes, when working with data, different steps of data handling are necessary, e.g., the generation of data, noising of data, transforming of data for scaling, and many more. EvoAl offers different forms of data handling, data transformation or generation capabilities, that can easily be configured or extended for your own needs.
* Data generation:
** Data generation ** We offer different statistical distributions to generate data from. Additionally, we offer a variety of benchmark function to compute training data or evaluation data for tests.
* Normal (multivariate) distribution
* Uniform (multivariate, independent) distribution
* Several benchmark functions from the randomized search context (Ackley, Rastrigin, Rosenbrock, DeJong)
* Inclusion of the bbobj-benchmark suites
** Data transformation ** We offer adding noise (with varying distributions), normalising (scaling, and shifting)
** Data handling ** We offer data imports and exports for different formats like `.json`, `.arff`, `.csv`.
