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znnl

A Python package for studying neural learning

https://github.com/zincware/znnl

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (6.5%) to scientific vocabulary

Keywords

data-science data-selection machinelearning mathematics physics
Last synced: 6 months ago · JSON representation ·

Repository

A Python package for studying neural learning

Basic Info
  • Host: GitHub
  • Owner: zincware
  • License: epl-2.0
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 7.68 MB
Statistics
  • Stars: 8
  • Watchers: 2
  • Forks: 1
  • Open Issues: 27
  • Releases: 0
Topics
data-science data-selection machinelearning mathematics physics
Created over 4 years ago · Last pushed about 1 year ago
Metadata Files
Readme License Citation

README.rst 

|zincware|

ZnNL
====
A Python library for studying neural learning.

Installation
------------

.. code-block:: bash

   git clone https://github.com/zincware/ZnNL.git
   cd ZnNL
   pip install .

Documentation
-------------
For tutorials and more theoretical information please see the included documentation.

.. code-block:: bash

   cd docs
   make html
   firefox/safari/chrome/open build/html/index.html


.. |zincware| image:: https://img.shields.io/badge/Powered%20by-zincware-darkcyan
   :target: https://github.com/zincware

Owner

  • Name: Zincware
  • Login: zincware
  • Kind: organization
  • Email: zincwarecode@gmail.com
  • Location: Germany

Open source software organisation hosting software built for computational physics and chemistry.

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: ZnNL
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Konstantin
    family-names: Nikolaou
    email: knikolaou@icp.uni-stuttgart.de
    affiliation: University of Stuttgart
    orcid: 'https://orcid.org/0009-0000-9926-680X'
  - given-names: Samuel
    family-names: Tovey
    email: stovey@icp.uni-stuttgart.de
    affiliation: University of Stuttgart
    orcid: 'https://orcid.org/0000-0001-9537-8361'
# identifiers:
#   - type: doi
#     value: 10.48550/arXiv.2307.00994
version: 0.0.1
date-released: 2021-07-19
repository-code: 'https://github.com/zincware/ZnNL'
abstract: >-
  Zinware package for Neural Learning (ZnNL) is a Python package for studying the 
  fundamental nature of learning in neural networks. It is designed to be a flexible and 
  extensible platform for investigating the theoretical aspects of learning. 
keywords:
  - Neural Networks
  - Machine Learning
  - Theory of Learning

GitHub Events

Total
  • Watch event: 2
  • Delete event: 3
  • Member event: 1
  • Issue comment event: 1
  • Push event: 3
  • Pull request event: 1
  • Pull request review event: 1
  • Fork event: 1
  • Create event: 2
Last Year
  • Watch event: 2
  • Delete event: 3
  • Member event: 1
  • Issue comment event: 1
  • Push event: 3
  • Pull request event: 1
  • Pull request review event: 1
  • Fork event: 1
  • Create event: 2

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 338
  • Total Committers: 5
  • Avg Commits per committer: 67.6
  • Development Distribution Score (DDS): 0.346
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
SamTov t****l@g****m 221
knikolaou 55
Konstantin Nikolaou 8****k 39
Julian Hossbach j****h@g****e 22
Fabian Zills 4****Z 1
Committer Domains (Top 20 + Academic)
gmx.de: 1

Issues and Pull Requests

Last synced: 6 months ago

Dependencies

.github/workflows/black.yml actions
  • actions/checkout v2 composite
  • psf/black 22.8.0 composite
.github/workflows/doc.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/flake8.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/isort.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/nbtest.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/pytest.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
pyproject.toml pypi
requirements.txt pypi
  • black ==22.8.0
  • flake8 ==5.0.4
  • flax *
  • ipython *
  • isort ==5.10.1
  • jax *
  • jaxlib *
  • jupyter *
  • matplotlib *
  • nbsphinx *
  • neural-tangents *
  • numpy *
  • numpydoc *
  • optax *
  • pandas *
  • plotly *
  • protobuf ==3.20.
  • pyyaml *
  • scikit-learn *
  • scipy *
  • sphinx *
  • sphinx_copybutton *
  • sphinx_rtd_theme *
  • tensorflow *
  • tensorflow-datasets *
  • tensorflow_probability *
  • tqdm *
setup.py pypi