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

Alternative approach to TS scikit models #1196

Merged
merged 3 commits into from Apr 24, 2021

Conversation

Yard1
Copy link
Member

@Yard1 Yard1 commented Apr 24, 2021

Describe the changes you've made

Alternate, simpler approach to sklearn models for time series.

Type of change

Please delete options that are not relevant.

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Code style update (formatting, local variables)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update

How Has This Been Tested?

Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce.

Describe if there is any unusual behaviour of your code(Write NA if there isn't)

A clear and concise description of it.

Checklist:

  • My code follows the style guidelines of this project.
  • I have performed a self-review of my own code.
  • I have commented my code, particularly in hard-to-understand areas.
  • I have made corresponding changes to the documentation.
  • My changes generate no new warnings.
  • I have added tests that prove my fix is effective or that my feature works.
  • New and existing unit tests pass locally with my changes.
  • Any dependent changes have been merged and published in downstream modules.

Screenshots

Original Updated
original screenshot updated screenshot

@Yard1 Yard1 requested a review from ngupta23 April 24, 2021 18:27
@Yard1
Copy link
Member Author

Yard1 commented Apr 24, 2021

@ngupta23 as we have talked on Slack, this is how I'd have done it. This approach is easier to maintain as it doesn't require separate classes for every different sklearn model. I also included a few bug fixes, and suffixed self.forecaster with an underscore to follow convention.

@ngupta23 ngupta23 merged commit c05d2e2 into ts_scikit_models Apr 24, 2021
@ngupta23 ngupta23 deleted the ts_scikit_models_alternate branch September 25, 2021 13:13
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

None yet

2 participants