linkedin / linkedin/photon-ml

Enable variance computation

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#128 4 comments 0 reactions 0 assignees View on GitHub

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enhancement
Dominant language
Terra
Stars
795
Forks
175
PR merge metrics
No merged PRs in 30d

Description

Currently the code for computing coefficient variances in addition to means exists but is statically disabled. We'll need to make variance computation a configurable option for GAME, as well as add unit and integration tests.

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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 locating GAME's existing coefficient-variance computation and the configuration path that statically disables it. Add unit and integration tests covering the configurable option, including the existing means-only behavior. Done means variance computation can be enabled through configuration and the new tests pass.

Written by the indexing model from the issue text.

Assessment

Tech stack
spark
Domain
machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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