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.

Sign up for GitHub

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

Jump to bottom

[ENH] mixture of distributions #26

Merged
merged 27 commits into from
Aug 25, 2023
Merged

[ENH] mixture of distributions #26

merged 27 commits into from
Aug 25, 2023

Conversation

fkiraly
Copy link
Collaborator

@fkiraly fkiraly commented Aug 25, 2023 •
edited

Implements mixture of distributions.

Towards #22, and required for ensemble regressor.

Also adds a default implementation for ppf in the BaseDistribution, using the bisection method to invert a cdf, if present.

@fkiraly fkiraly added enhancement module:probability&simulation probability distributions and simulators implementing algorithms Implementing algorithms, estimators, objects native to skpro labels Aug 25, 2023
@fkiraly fkiraly mentioned this pull request Aug 25, 2023
Merged
@fkiraly fkiraly merged commit b531d7e into main Aug 25, 2023
27 checks passed
@fkiraly fkiraly mentioned this pull request Aug 27, 2023
Open
35 tasks
fkiraly added a commit that referenced this pull request Sep 13, 2023
@fkiraly
[ENH] Bagging ensemble of probabilistic regressors (#32)
945966e 
Adds bagging ensemble of probabilistic regressors.

Complete rewrite of the legacy estimator.

Depends on:
* #26 for the mixture distribution
used in bagging.
* #65 for the default of `predict`,
if `_predict_proba` or other proba methods are implemented but not
`_predict`.
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Reviewers
No reviews
Assignees
No one assigned
Labels
enhancement implementing algorithms Implementing algorithms, estimators, objects native to skpro module:probability&simulation probability distributions and simulators
Projects
None yet
Milestone
No milestone
Development

Successfully merging this pull request may close these issues.

None yet
1 participant
@fkiraly