patrick-kidger / patrick-kidger/diffrax
ODE Solver with Constraints?
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question
- Dominant language
- Python
- Stars
- 2.1k
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- 189
- Avg merge
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- Merged PRs (30d)
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Description
Hi, I was wondering if Diffrax supported adding a norm constraint at the boundary:
$$|y(1)| = \text{constant}$$
for the neural ODE:
$$\frac{dy}{dt} = f(t, y), \ y(0) = x$$
Any thoughts on how I would implement this?
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First steps
- Read the whole issue, then the project's contributing guide.
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Research direction
The issue does not identify a file, test, or entry point. First clarify whether constrained terminal values should be supported by Diffrax and define the expected API and behavior for the norm constraint; completion criteria are not specified.
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
- 20/100