Physical units and unit-aware mathematical system in JAX
brainunit provides physical units and unit-aware mathematical system in JAX for brain dynamics and AI4Science
Installation
You can install brainunit via pip:
pip install brainunit --upgrade
Documentation
The official documentation is hosted on Read the Docs: https://brainunit.readthedocs.io
Unit-aware computation ecosystem
brainunit has been deeply integrated into following diverse projects, such as:
brainstate: A State-based Transformation System for Program Compilation and Augmentationbraintaichi: Leveraging Taichi Lang to customize brain dynamics operatorsbraintools: The Common Toolbox for Brain Dynamics Programming.dendritex: Dendritic Modeling in JAXpinnx: Physics-Informed Neural Networks for Scientific Machine Learning in JAX.
Other unofficial projects include:
diffrax: Numerical differential equation solvers in JAX.jax-md: Differentiable Molecular Dynamics in JAXCatalax: JAX-based framework to model biological systems- ...
See also the BDP ecosystem
We are building the brain dynamics programming ecosystem.
brainunit has been deeply integrated into our BDP ecosystem.
1 maintainer
Metadata
1 maintainer
Release files for brainunit 0.0.3.post20241215
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| brainunit-0.0.3.post20241215-py2.py3-none-any.whl | Python 3, Python 2 | none | any | Details |
Release files / brainunit-0.0.3.post20241215-py2.py3-none-any.whl
| Download URL | brainunit-0.0.3.post20241215-py2.py3-none-any.whl |
|---|---|
| Size | 282.5 kB |
| Tags | Python 2 Python 3 |
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