It's an environment for tracking runs of data engineering and ML training code in, so you can use tools like H2O and sklearn grid search within Dotscience. But

It's an environment for tracking runs of data engineering and ML training code in, so you can use tools like H2O and sklearn grid search within Dotscience. But we could also build on the run mechanism to automate kicking off a lot of runs in parallel over a search space of parameters. What are you using at the moment?