breeze-p / brainpy

Brain Dynamics Programming in Python

BrainPy is a flexible, efficient, and extensible framework for computational neuroscience and brain-inspired computation based on the Just-In-Time (JIT) compilation (built on top of JAX, Numba, and other JIT compilers). It provides an integrative ecosystem for brain dynamics programming, including brain dynamics building, simulation, training, analysis, etc.

• Website (documentation and APIs): https://brainpy.readthedocs.io/en/latest
• Source: https://github.com/brainpy/BrainPy
• Bug reports: https://github.com/brainpy/BrainPy/issues
• Source on OpenI: https://git.openi.org.cn/OpenI/BrainPy

Ecosystem

• BrainPy: The solution for the general-purpose brain dynamics programming.
• brainpylib: Efficient operators for the sparse and event-driven computation.
• BrainPyExamples: Comprehensive examples of BrainPy computation.
• brainpy-largescale: One solution for the large-scale brain modeling.

Install

BrainPy is based on Python (>=3.7) and can be installed on Linux (Ubuntu 16.04 or later), macOS (10.12 or later), and Windows platforms. Install the latest version of BrainPy:

$ pip install brainpy -U

For detailed installation instructions, please refer to the documentation: Quickstart/Installation

Citing

If you are using brainpy, please consider citing the corresponding papers.