Road Map

There are numerous new features and functionality planned for EvalML, some of which are described below:

• Parallelize and distribute model search over cluster

• Export models to python code

• Ability to warm start from a previous pipeline search

• Instructions for adding your own modeling pipelines for EvalML to tune

• Add additional hyperparameter tuning methods

• Visualizations for understanding model search