mdolab / mdolab/pyoptsparse

Implement a method to check derivatives

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enhancement
Dominant language
Python
Stars
270
Forks
123
Avg merge
1d 18h
Merged PRs (30d)
3

Description

It would be handy to implement a method to check derivatives directly in pyOptSparse.

SNOPT implements a derivative checker, but not everyone has access to this optimizer. A simple check would be very handy.

Potential solution

This could be implemented as part of the pyOpt_Optimization class.

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 pyOpt_Optimization class and the existing SNOPT derivative-checking behavior for context. Define the method's interface, supported derivative inputs, numerical-checking behavior, and completion criteria before implementing it, since the issue does not name specific files or tests.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
backend
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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