ExtraTrees and ElasticNet are live
over 2 years ago by Ellery Berk
Myst Platform Release (2022-03-17)
Hello Myst Platform users,
We have two new model connectors for you and one workflow upgrade today. Please update your myst-alpha package at your earliest convenience to access these updates (instructions here).
✨ New features:
- The ExtraTrees connector is ready for use! ExtraTrees fits a number of randomized decision trees (a.k.a. extra-trees) on dataset sub-samples, then uses averaging to improve predictive accuracy and control over-fitting. You can read more about ExtraTrees here.
- Our ElasticNet connector is ready, too. This model connector contains the parameters necessary to run regularized linear regressions: Ridge (L2), Lasso (L1), and their combination (ElasticNet). Read more here.
- You can now deploy your projects directly from the client library using
project.deploy! Less switching to and from the web UI. 👏
As always, please do not hesitate to reach out via the chat embedded in the Myst Platform or email us at [email protected] with questions or feedback.
Thank you!
Ellery and the Myst team