SciML / SciML/DataDrivenDiffEq.jl

Regression-Guided Process Modeler (RPM)

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Dominant language
Julia
Stars
430
Forks
58
Avg merge
6h 29m
Merged PRs (30d)
28

Description

Heuristic Induction of Rate-Based Process Models

https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/10046/9291

Contributor guide

Open the contributing guide

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 AAAI paper on Heuristic Induction of Rate-Based Process Models and compare its RPM method with this repository's existing modeling capabilities. The issue names no files, tests, entry points, or acceptance criteria, so the implementation scope and definition of done would need to be established before coding.

Written by the indexing model from the issue text.

Assessment

Tech stack
julia
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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