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

Rank studies using new online learning framework #120

Merged
merged 21 commits into from
Jul 24, 2024

Conversation

bdewilde
Copy link
Member

@bdewilde bdewilde commented Jul 21, 2024

changes

  • adds a new StudyRanker class with underlying featurizer+classifier model, that works generically for both citations and fulltexts, in either online or batch training contexts
  • adds new tasks to train study ranker model in online/batch contexts, depending on inputs; removes old tasks to train citation ranker model
  • simplifies and extends situations that result in training of the study ranker
  • applies study ranker model in relevance ranking of studies
  • adds river dependency, and bumps numpy, used in new model

@bdewilde bdewilde marked this pull request as ready for review July 24, 2024 02:42
@bdewilde bdewilde merged commit ef2a3ad into develop Jul 24, 2024
4 checks passed
@bdewilde bdewilde deleted the rank-studies-using-online-framework branch July 24, 2024 02:44
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.

1 participant