lenskit / lenskit/lkpy

Implement parameter extraction for models

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

Description

We need to actually implement the ParamContainer protocol, and support extracting parameters from models. This is a prerequisite for implementing general support for saving model parameters.

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 locating the ParamContainer protocol and the model definitions that need to provide parameter extraction. Review how models currently expose their state and identify the expected parameter representation before implementing the protocol. Done means model parameters can be extracted consistently and the result supports future model-parameter saving.

Written by the indexing model from the issue text.

Assessment

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

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