Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[ENH] Design of a Bayesian model interface for sktime and skpro #389

Open
meraldoantonio opened this issue Jun 14, 2024 · 0 comments
Open
Assignees
Labels
API design API design & software architecture feature request New feature or request module:probability&simulation probability distributions and simulators module:regression probabilistic regression module module:survival&time-to-event module for time-to-event prediction aka survival prediction

Comments

@meraldoantonio
Copy link
Contributor

Is your feature request related to a problem? Please describe.
Not a problem per se, but we're planning to create a few Bayesian estimators in sktime and skpro.
Bayesian estimators uniquely integrate prior knowledge through prior distributions and update this knowledge based on observed data to form posterior distributions. To accommodate the distinctive workflow of Bayesian estimators, we propose designing a new BayesianEstimator class.

This issue relates to the following two PRs:

@meraldoantonio meraldoantonio added the feature request New feature or request label Jun 14, 2024
@fkiraly fkiraly changed the title [ENH] Design of a BayesianEstimator Class for sktime and skpro [ENH] Design of a Bayesian model interface for sktime and skpro Jun 14, 2024
@fkiraly fkiraly added module:probability&simulation probability distributions and simulators module:regression probabilistic regression module module:survival&time-to-event module for time-to-event prediction aka survival prediction API design API design & software architecture labels Jun 14, 2024
@fkiraly fkiraly moved this to In Progress in 2024 May-Sep workstreams Jun 14, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
API design API design & software architecture feature request New feature or request module:probability&simulation probability distributions and simulators module:regression probabilistic regression module module:survival&time-to-event module for time-to-event prediction aka survival prediction
Projects
Status: In Progress
Development

No branches or pull requests

2 participants