lenskit / lenskit/lkpy

Add popularity stratification options for LensKit evals

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evaluation
Dominant language
Python
Stars
314
Forks
77
Avg merge
4d 6m
Merged PRs (30d)
10

Description

Popularity stratification, as in this paper, would be a useful thing to be able to do easily with a LensKit evaluation.

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reading the linked paper on popularity stratification and examining LensKit's existing evaluation functionality. The issue names no files, tests, or entry points, so first determine where evaluation options are defined and establish the expected stratification behavior and tests before implementing it.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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