BrainPy: Brain Dynamics Programming in Python
Project description
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). 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/PKU-NIP-Lab/BrainPy
- Bug reports: https://github.com/PKU-NIP-Lab/BrainPy/issues
- Source on OpenI: https://git.openi.org.cn/OpenI/BrainPy
- Examples from literature: https://brainpy-examples.readthedocs.io/
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
The following packages are required for BrainPy
:
numpy >= 1.15
and jax >= 0.3.0
For detailed installation instructions, please refer to the documentation: Quickstart/Installation
License
Citing
If you use BrainPy, please consider citing the corresponding papers.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
Built Distribution
Hashes for brainpy-2.2.3.5-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1f228ffea87cff3f4ec246a8dd3cbd8ac1d32a6c3bea07f6c45384530d136d0c |
|
MD5 | e5b8a8f2d5998df2712fef4178d12beb |
|
BLAKE2b-256 | 96e8602f4f62c8c9f678e50120ea492b5d2362cb6469175388b93fa74f600b5e |