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This pull request includes updates to improve compatibility with JAX version 0.4.34 and refactors the
_standard_jvp
function for better readability. The most important changes include importing thejax
module and updating the lambda function to handle different versions of JAX.Compatibility and readability improvements:
brainpy/_src/math/op_register/ad_support.py
: Imported thejax
module to handle version-specific logic.brainpy/_src/math/op_register/ad_support.py
: Updated the lambda function in the_standard_jvp
method to usead.Zero.from_primal_value
if the JAX version is 0.4.34 or higher, otherwise it usesad.Zero.from_value
. This ensures compatibility with the newer JAX version.