patrick-kidger / patrick-kidger/diffrax

Interest in folding in diffraxtra

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Python
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Description

Hi @patrick-kidger!
I recently moved some utilities for working with diffrax out of galax and into its own library — diffraxtra. I was wondering if you'd be interested in folding any of these into diffrax proper.

Currently in diffraxtra:

  • DiffEqSolver: an object-oriented interface to diffrax.diffeqsolve.
  • VectorizedDenseInterpolation: a vectorized form of diffrax.DenseInterpolation that works on batched results from diffrax.diffeqsolve

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 reviewing the diffraxtra utilities described in the issue, especially DiffEqSolver and VectorizedDenseInterpolation, and compare them with diffrax.diffeqsolve and diffrax.DenseInterpolation. Done would require a decided scope for which utilities, if any, belong in diffrax proper.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
tooling
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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