Version 2.6.0

New Features

This release provides several new features, including:

• MLIR registered operator customization interface in brainpy.math.XLACustomOp.
• Operator customization with CuPy JIT interface.
• Bug fixes.

What's Changed

• [doc] Fix the wrong path of more examples of operator customized with taichi.ipynb by @Routhleck in #612
• [docs] Add colab link for documentation notebooks by @Routhleck in #614
• Update requirements-doc.txt to fix doc building temporally by @chaoming0625 in #617
• [math] Rebase operator customization using MLIR registration interface by @chaoming0625 in #618
• [docs] Add kaggle link for documentation notebooks by @Routhleck in #619
• update requirements by @chaoming0625 in #620
• require brainpylib>=0.2.6 for jax>=0.4.24 by @chaoming0625 in #622
• [tools] add brainpy.tools.compose and brainpy.tools.pipe by @chaoming0625 in #624
• doc hierarchy update by @chaoming0625 in #630
• Standardizing and generalizing object-oriented transformations by @chaoming0625 in #628
• fix #626 by @chaoming0625 in #631
• Fix delayvar not correct in concat mode by @CloudyDory in #632
• [dependency] remove hard dependency of taichi and numba by @Routhleck in #635
• clear_buffer_memory() support clearing array, compilation, and names by @chaoming0625 in #639
• add brainpy.math.surrogate..Surrogate by @chaoming0625 in #638
• Enable brainpy object as pytree so that it can be applied with jax.jit etc. directly by @chaoming0625 in #625
• Fix ci by @chaoming0625 in #640
• Clean taichi AOT caches by @chaoming0625 in #643
• [ci] Fix windows pytest fatal exception by @Routhleck in #644
• [math] Support more than 8 parameters of taichi gpu custom operator definition by @Routhleck in #642
• Doc for brainpylib>=0.3.0 by @chaoming0625 in #645
• Find back updates by @chaoming0625 in #646
• Update installation instruction by @chaoming0625 in #651
• Fix delay bug by @chaoming0625 in #650
• update doc by @chaoming0625 in #652
• [math] Add new customize operators with cupy by @Routhleck in #653
• [math] Fix taichi custom operator on gpu backend by @Routhleck in #655
• update cupy operator custom doc by @chaoming0625 in #656
• version 2.6.0 by @chaoming0625 in #657
• Upgrade CI by @chaoming0625 in #658

New Contributors

• @CloudyDory made their first contribution in #632

Full Changelog: V2.5.0...V2.6.0