software.yml

- title: "OpenML"
  order: 0
  description:
    Machine learning research should be easily accessible and reusable.
    `OpenML` is an open platform for sharing datasets, algorithms, and
    experiments - to learn how to learn better, together.
  website: https://www.openml.org/
  github: https://github.com/openml/OpenML

- title: "AutoML Benchmark"
  order: 1
  description:
    The AutoML Benchmark (AMLB) is software that performs end-to-end
    evaluation of AutoML frameworks. It can be used to compare 
    current state-of-the-art and evaluate new methods with ablation
    studies. Over 10 AutoML frameworks can be evaluated out-of-the-box
    on over 100 datasets, and it's easy to bring your own data or
    AutoML framework.
  website: https://openml.github.io/automlbenchmark
  github: https://github.com/openml/automlbenchmark

- title: "GAMA"
  order: 2
  description:
    The General Automated Machine learning Assistant (GAMA) was developed
    to be able to easily experiment with new AutoML design through ablation
    studies by providing a modular AutoML framework.
  
    We have sunset the project, and decided to focus our efforts on OpenML and AMLB.
    If you are interested in a modern implementations driven by similar 
    philosophies, please have a look at the [AutoML Toolkit](https://github.com/automl/amltk).
  website: https://openml-labs.github.io/gama
  github: https://github.com/openml-labs/gama