BrainPy documentation

BrainPy is a highly flexible and extensible framework targeting on the general-purpose Brain Dynamics Programming (BDP).

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Installation

CPU

# python 3.9-3.11
pip install -U brainpy[cpu]  # windows, linux, macos

GPU (CUDA 12)

pip install -U brainpy[cuda12] -f https://storage.googleapis.com/jax-releases/jax_cuda_releases.html

TPU

pip install -U brainpy[tpu] -f https://storage.googleapis.com/jax-releases/libtpu_releases.html

For more information, please see installation section.

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Learn more

Installation

quickstart/installation.html

Core Concepts

core_concepts.html

BDP Tutorials

tutorials.html

Advanced Tutorials

advanced_tutorials.html

BDP Toolboxes

toolboxes.html

FAQ

FAQ.html

API documentation

api.html

Examples

https://brainpy-examples.readthedocs.io/en/latest/index.html

Note

BrainPy is still an experimental research project. APIs may be changed over time. Please always keeps in mind what BrainPy version you are using.

Note

Starting from our experimental BrainPy package, a better and mature ecosystem for brain dynamics programming is emerging. Please see the Brain Dynamics Programming Ecosystem for more details.

If you are heavily using BrainPy, please consider using brainstate for a more stable, efficient, concise, and powerful experience.

brainstate is and will be active maintained and developed by our team. We highly recommend transferring your code to brainstate for a better performance.

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