Version 2.4.5

New Features

• A new version of brainpylib==0.1.10 has been released. In this release, we have fixed some bugs of brainpy dedicated GPU operators. Users can freely use them in any application.
• Correspondingly, dedicated operators in brainpy.math have been refined.
• .tracing_variable() has been created to support tracing Variables during computations and compilations. Example usage please see #472
• Add a new random API for creating multiple random keys: brainpy.math.random.split_keys().
• Fix bugs, including
  • brainpy.dnn.AllToAll module
  • RandomState.
  • brainpy.math.cond and brainpy.math.while_loop when variables are used in both branches

What's Changed

• Creat random key automatically when it is detected by @chaoming0625 in #461
• [encoding] upgrade encoding methods by @chaoming0625 in #464
• fix #466 by @chaoming0625 in #467
• Update operators for compatible with brainpylib>=0.1.10 by @chaoming0625 in #468
• Support tracing Variable during computation and compilation by using tracing_variable() function by @chaoming0625 in #472
• Add code of conduct and contributing guides by @chaoming0625 in #473
• add Funding and Development roadmap by @chaoming0625 in #475
• Create SECURITY.md by @chaoming0625 in #474
• Create dependabot.yml by @chaoming0625 in #476
• update maintainence info in README by @chaoming0625 in #479
• ⬆️ Bump actions/setup-python from 2 to 4 by @dependabot in #477
• ⬆️ Bump actions/checkout from 2 to 4 by @dependabot in #478
• ad acknowledgment.md by @chaoming0625 in #482
• update quickstart of simulating a brain dynamics model with new APIs by @chaoming0625 in #483
• update advanced tutorials by @chaoming0625 in #484
• [docs] Update installation.rst by @Routhleck in #485
• update requirements by @chaoming0625 in #486
• [doc] update docs by @chaoming0625 in #487
• [doc] update docs by @chaoming0625 in #488
• Decouple Online and Offline training algorithms as brainpy.mixin.SupportOnline and brainpy.mixin.SupportOffline by @chaoming0625 in #489
• [dyn] add STDP_Song2000 LTP model by @ztqakita in #481
• update STDP by @chaoming0625 in #491
• [doc] update the API of brainpy.dyn module & add synaptic plasticity module by @chaoming0625 in #492
• fix bug by @chaoming0625 in #493
• [math] fix bugs in cond and while_loop when same variables are used in both branches by @chaoming0625 in #494
• [docs] add BrainPy docker and docs by @ztqakita in #496
• [docs] update README and installation by @ztqakita in #499
• ⬆️ Bump docker/build-push-action from 4 to 5 by @dependabot in #498
• ⬆️ Bump docker/login-action from 2 to 3 by @dependabot in #497
• Add strings in bp._src.dyn.bio_models and abstract_models by @AkitsuFaye in #500
• [reset] update logics of state reset in DynamicalSystem by @chaoming0625 in #501
• [doc] upgrade docs with the latest APIs, fix #463 by @chaoming0625 in #502
• [doc] add synapse model documentations by @chaoming0625 in #503
• Changed the order of code blocks in the docs of hh models and lif models by @AkitsuFaye in #505
• [mode] move recurrent models in brainpy.dnn model into brainpy.dyn module by @chaoming0625 in #506

New Contributors

• @dependabot made their first contribution in #477

Full Changelog: V2.4.4...V2.4.5