[math] Remove op register #700
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This pull request involves significant refactoring and cleanup of the
brainpylibrary, particularly focusing on the removal of theop_registermodule and its associated components. The most important changes include removing theXLACustomOpclass and its dependencies, cleaning up import statements, and reorganizing the codebase to eliminate unused methods and classes.Removal of
op_registermodule:brainpy/_src/math/op_register/__init__.py: Removed all imports and definitions related toCustomOpByNumba,XLACustomOp, and utility functions.brainpy/_src/math/op_register/ad_support.py: Deleted the entire file, including thedefjvpfunction and its dependencies.brainpy/_src/math/op_register/base.py: Removed theXLACustomOpclass and all associated methods and imports.brainpy/_src/math/op_register/cupy_based.py: Deleted the entire file, including functions for registering CuPy-based XLA and MLIR GPU translation rules.Import statement cleanup:
brainpy/_src/math/__init__.py: Removed import ofop_register.brainpy/_src/math/jitconn/matvec.py: Reorganized import statements, removing references toop_registerand adjusting the order of imports.