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Adds a solve_ivp interface to enable interoperability with scipy. Additionally, builds a downstream method of generating a torch autodiff compatible interface for a torch.autograd.Function which would enable computing the adjoint of any ODE system.

@Microno95 Microno95 self-assigned this Mar 7, 2025
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codecov-commenter commented Mar 7, 2025

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Codecov Report

Attention: Patch coverage is 90.22989% with 17 lines in your changes missing coverage. Please review.

Project coverage is 90.84%. Comparing base (bc5268c) to head (7e5c0fe).

Files with missing lines Patch % Lines
desolver/integrators/integrator_types.py 75.47% 10 Missing and 3 partials ⚠️
desolver/differential_system.py 95.91% 1 Missing and 1 partial ⚠️
desolver/utilities/optimizer.py 96.66% 0 Missing and 1 partial ⚠️
desolver/utilities/utilities.py 93.75% 0 Missing and 1 partial ⚠️

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Additional details and impacted files
@@            Coverage Diff             @@
##           master       #4      +/-   ##
==========================================
+ Coverage   90.21%   90.84%   +0.62%     
==========================================
  Files          22       22              
  Lines        2229     2337     +108     
  Branches      321      335      +14     
==========================================
+ Hits         2011     2123     +112     
- Misses        144      145       +1     
+ Partials       74       69       -5     
Flag Coverage Δ
pr-tests- ?
pr-tests-feature/scipy_compat 90.84% <90.22%> (?)

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@Microno95 Microno95 force-pushed the master branch 5 times, most recently from 0aee07a to 2e91680 Compare March 9, 2025 13:04
…lly included further performance improvements
added proper filtering of unimportant warnings,
added tests for reverse integration and
skipped very slow tests (>2min)
@Microno95 Microno95 force-pushed the feature/scipy_compat branch from 744684b to 8a6916d Compare March 9, 2025 15:31
@Microno95 Microno95 merged commit c82174b into master Mar 9, 2025
11 checks passed
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2 participants