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Python logo brainscale  0.0.6

One-liner (summary)

Enabling Scalable Online Learning for Brain Dynamics.

Description

<h1 align="center">BrainScale</h1> <h2 align="center">Scalable Online Learning for Brain Dynamics</h2>

<p align="center">
<img alt="Header image of brainscale." src="https://raw.githubusercontent.com/chaobrain/brainscale/main/docs/_static/brainscale.jpg" width=40%>

</p>

<p align="center">
<a href="https://pypi.org/project/brainscale/"><img alt="Supported Python Version" src="https://img.shields.io/pypi/pyversions/brainscale"></a> <a href="https://github.com/chaobrain/brainscale/blob/main/LICENSE"><img alt="LICENSE" src="https://img.shields.io/badge/License-Apache%202.0-blue.svg"></a> <a href="https://brainscale.readthedocs.io/en/latest/?badge=latest"><img alt="Documentation" src="https://readthedocs.org/projects/brainscale/badge/?version=latest"></a> <a href="https://badge.fury.io/py/brainscale"><img alt="PyPI version" src="https://badge.fury.io/py/brainscale.svg"></a>

<a href="https://github.com/chaobrain/brainscale/actions/workflows/CI.yml"><img alt="Continuous Integration" src="https://github.com/chaobrain/brainscale/actions/workflows/CI.yml/badge.svg"></a>

</p>

[brainscale](https://github.com/chaobrain/brainscale) provides online learning algorithms for biological neural networks. It has been integrated into our establishing [Brain Modeling ecosystem](https://brainmodeling.readthedocs.io/).

## Installation

brainscale can run on Python 3.10+ installed on Linux, MacOS, and Windows. You can install brainscale via pip:

`bash pip install brainscale --upgrade `

Alternatively, you can install BrainX, which bundles brainscale with other compatible packages for a comprehensive brain modeling ecosystem:

`bash pip install BrainX -U `

## Documentation

The official documentation is hosted on Read the Docs: [https://brainscale.readthedocs.io](https://brainscale.readthedocs.io)

## See also the brain modeling ecosystem

We are building the brain modeling ecosystem: https://brainmodeling.readthedocs.io/

Size

151.4 KB

Downloads

5

Status  Completed
Checksum (MD5) ac55172f9e92c03d5b2d1e61003821a2
Checksum (SHA-1) 606e6691408b0104c562a3c2d32022e0369d0ee2
Checksum (SHA-256) df2d826298f49972e512c18985032bcd1ca9f450ba9796a84556ee37a2c8756a
Checksum (SHA-512) 63fa1737c52acfa57320d3d1e2d4824da559f52f4efa9e48400c67d4ac38e6af1b…
GPG Signature
GPG Fingerprint 6811684bac0b8895434e97bdd4391b8fb999e537
Storage Region  Dublin, Ireland
Type  Binary (contains binaries and binary artifacts)
Uploaded At 4 months, 2 weeks ago
Uploaded By Fetched by Cloudsmith
Slug Id brainscale-006-py2py3-none-anywhl-wlt9
Unique Id uRelDZ94PoTIfvSu
Version (Raw) 0.0.6
Version (Parsed)
  • Major: 0
  • Minor: 0
  • Patch: 6
  • Type: SemVer (Compat)
  extended metadata
Author Unset
Classifiers Development Status :: 4 - Beta | Intended Audience :: Developers | Intended Audience :: Science/Research | License :: OSI Approved :: Apache Software License | Natural Language :: English | Operating System :: OS Independent | Programming Language :: Python | Programming Language :: Python :: 3 | Programming Language :: Python :: 3.10 | Programming Language :: Python :: 3.11 | Programming Language :: Python :: 3.12 | Programming Language :: Python :: 3.13 | Topic :: Scientific/Engineering :: Artificial Intelligence | Topic :: Scientific/Engineering :: Bio-Informatics | Topic :: Scientific/Engineering :: Mathematics | Topic :: Software Development :: Libraries
Homepage URL https://github.com/chaobrain/brainscale
Keywords brain simulation,brain-inspired computing
Metadata Version 2.1
Project Urls homepage, http://github.com/chaobrain/brainscale | repository, http://github.com/chaobrain/brainscale
Py Filetype bdist_wheel
Py Version py2.py3
Requires Dist brainstate (>=0.1.0) | brainstate[cpu] ; extra == 'cpu' | brainstate[cuda12] ; extra == 'cuda12' | brainstate[tpu] ; extra == 'tpu' | brainunit | brainunit[cpu] ; extra == 'cpu' | brainunit[cuda12] ; extra == 'cuda12' | brainunit[tpu] ; extra == 'tpu' | jax[cpu] ; extra == 'cpu' | jax[cuda12] ; extra == 'cuda12' | jax[tpu] ; extra == 'tpu' | pytest ; extra == 'testing'
Requires Python >=3.10
pkg brainscale-0.0.6-py2.py3-none-a… 5
151.4 KB
md5 sha1 sha256 sha512
Package Contents (brainscale-0.0.6-py2.py3-none-any.whl)
Loading...

This package has 53 files/directories.

Last scanned

4 months, 2 weeks ago

Scan result

Clean

Vulnerability count

0

Max. severity

Unknown

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