lnccbrown / lnccbrown/LANfactory

Expand OPN/CPN to n-choice models

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#26 0 comments 0 reactions 0 assignees View on GitHub
linear-lanfactory
Dominant language
Python
Stars
16
Forks
4
Avg merge
3d 7h
Merged PRs (30d)
8

Description

Right now, OPN/CPN networks can run into problems for some of the models that we can simulate via `ssm-simulators`.

Two steps:

- [ ] we need to take stock of any such models that may create problems (close via #27 )
- [ ] we need to do the actual work to generalize out networks to deal with n-choice scenarios (first problem: `bcelogit` loss)

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by taking stock of models that can be simulated via ssm-simulators and may cause problems in OPN/CPN networks. Then investigate how to generalize the networks for n-choice scenarios, beginning with the bcelogit loss; done means the identified models run without these issues.

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
25/100

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