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Migration to Autoray Backend#3

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Microno95 wants to merge 29 commits intomasterMicrono95/desolver:masterfrom feature/autoray-backendMicrono95/desolver:feature/autoray-backendCopy head branch name to clipboard

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Commits on Jan 28, 2025

• Remove pyaudi backend entirely

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• Removed pyaudi backend fully and tidied up readme

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• Bump version in pyproject.toml

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Commits on Jan 30, 2025

• Initial commit with working explicit integrators

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• Get dense output working

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• Got implicit methods working

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• Got event detection working

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Commits on Jan 31, 2025

• Got Richardson Extrapolation integrator working

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Commits on Feb 9, 2025

• Initial set of passing tests with both numpy and pytorch backends

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• Get dense output tests working

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• Reintroduced event detection tests to the suite

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• Removed redundant tests that cover the same modules/files, torch-gradients to be reintroduced through vjp/jvp transformations as appropriate

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Commits on Feb 10, 2025

• Fixed tests that were lacking and reduced test time by focusing on a subset of integrators for certain tests

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• Update hatchling in build-requirements.txt to 1.27.0 and above

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• Fixed hatch/hatchling versions

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• Fixed pytorch index to be explicit

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• Updated python version to >=3.10 due to the use of the match/case statement

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• Fix issue with wide floats and scipy.minpack

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• Fix minor issue with data types in test with random numbers and float128

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• Updated tests to fix the same float128 bug as before.

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• Fix macos pytorch dependency

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• Expanded optimizer tests

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Commits on Feb 11, 2025

• Added further tests to better cover root-finding procedures

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• Changed how negative/positive half pi is computed to avoid precision issues with np.longdouble

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• Added dstate coverage to event detection

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• Fixed datatype issue

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• Added resetting of ODESystem test

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• Fix github action

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Commits on Feb 16, 2025

• Expanded tests and added better validation of inputs to ODESystem class

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