https://github.com/jay-johnson/antinex-utils

Manage and use pre-trained deep neural networks with a common interface for build, compile, fit, evaluate, kfold, cross validate, and predict lifecycle phases using Keras and Tensorflow
https://github.com/jay-johnson/antinex-utils

ai-security anti-nex artificial-intelligence keras tensorflow

Last synced: 6 days ago
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Manage and use pre-trained deep neural networks with a common interface for build, compile, fit, evaluate, kfold, cross validate, and predict lifecycle phases using Keras and Tensorflow

• Host: GitHub
• URL: https://github.com/jay-johnson/antinex-utils
• Owner: jay-johnson
• License: apache-2.0
• Created: 2018-03-04T08:29:54.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2020-09-04T19:50:48.000Z (about 4 years ago)
• Last Synced: 2024-09-14T12:56:00.605Z (about 2 months ago)
• Topics: ai-security, anti-nex, artificial-intelligence, keras, tensorflow
• Language: Python
• Homepage: http://antinex.readthedocs.io/en/latest/
• Size: 77.1 KB
• Stars: 3
• Watchers: 3
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.rst
  • License: LICENSE

Awesome Lists containing this project

README

        
AntiNex AI Utilities

====================

Standalone utilities for training AI.

.. image:: https://travis-ci.org/jay-johnson/antinex-utils.svg?branch=master

    :alt: Travis AntiNex AI Utilities Tests

    :target: https://travis-ci.org/jay-johnson/antinex-utils

.. image:: https://readthedocs.org/projects/antinex-ai-utilities/badge/?version=latest

    :alt: Read the Docs AntiNex AI Utilities Tests

    :target: http://antinex-ai-utilities.readthedocs.io/en/latest/?badge=latest

Used in:

https://github.com/jay-johnson/train-ai-with-django-swagger-jwt

Install

-------

pip install antinex-utils

Development

-----------

#.  Set up the repository

    ::

        mkdir -p -m 777 /opt/antinex

        git clone https://github.com/jay-johnson/antinex-utils.git /opt/antinex/utils

        cd /opt/antinex/utils

#.  Set up the virtual env and install

    ::

        virtualenv -p python3 ~/.venvs/antinexutils && source ~/.venvs/antinexutils/bin/activate && pip install -e .

Testing

-------

Run all

::

    python setup.py test

Run a test case

::

    python -m unittest tests.test_classification.TestClassification.test_classification_deep_dnn

::

    python -m unittest tests.test_regression.TestRegression.test_dataset_regression_using_scaler

AntiNex Stack Status

--------------------

AntiNex AI Utilities is part of the AntiNex stack:

.. list-table::

   :header-rows: 1

   * - Component

     - Build

     - Docs Link

     - Docs Build

   * - `REST API `__

     - .. image:: https://travis-ci.org/jay-johnson/train-ai-with-django-swagger-jwt.svg?branch=master

           :alt: Travis Tests

           :target: https://travis-ci.org/jay-johnson/train-ai-with-django-swagger-jwt.svg

     - `Docs `__

     - .. image:: https://readthedocs.org/projects/antinex/badge/?version=latest

           :alt: Read the Docs REST API Tests

           :target: https://readthedocs.org/projects/antinex/badge/?version=latest

   * - `Core Worker `__

     - .. image:: https://travis-ci.org/jay-johnson/antinex-core.svg?branch=master

           :alt: Travis AntiNex Core Tests

           :target: https://travis-ci.org/jay-johnson/antinex-core.svg

     - `Docs `__

     - .. image:: https://readthedocs.org/projects/antinex-core-worker/badge/?version=latest

           :alt: Read the Docs AntiNex Core Tests

           :target: http://antinex-core-worker.readthedocs.io/en/latest/?badge=latest

   * - `Network Pipeline `__

     - .. image:: https://travis-ci.org/jay-johnson/network-pipeline.svg?branch=master

           :alt: Travis AntiNex Network Pipeline Tests

           :target: https://travis-ci.org/jay-johnson/network-pipeline.svg

     - `Docs `__

     - .. image:: https://readthedocs.org/projects/antinex-network-pipeline/badge/?version=latest

           :alt: Read the Docs AntiNex Network Pipeline Tests

           :target: https://readthedocs.org/projects/antinex-network-pipeline/badge/?version=latest

   * - `AI Utils `__

     - .. image:: https://travis-ci.org/jay-johnson/antinex-utils.svg?branch=master

           :alt: Travis AntiNex AI Utils Tests

           :target: https://travis-ci.org/jay-johnson/antinex-utils.svg

     - `Docs `__

     - .. image:: https://readthedocs.org/projects/antinex-ai-utilities/badge/?version=latest

           :alt: Read the Docs AntiNex AI Utils Tests

           :target: http://antinex-ai-utilities.readthedocs.io/en/latest/?badge=latest

   * - `Client `__

     - .. image:: https://travis-ci.org/jay-johnson/antinex-client.svg?branch=master

           :alt: Travis AntiNex Client Tests

           :target: https://travis-ci.org/jay-johnson/antinex-client.svg

     - `Docs `__

     - .. image:: https://readthedocs.org/projects/antinex-client/badge/?version=latest

           :alt: Read the Docs AntiNex Client Tests

           :target: https://readthedocs.org/projects/antinex-client/badge/?version=latest

Linting

-------

flake8 .

pycodestyle --exclude=.tox,.eggs

License

-------

Apache 2.0 - Please refer to the LICENSE_ for more details

.. _License: https://github.com/jay-johnson/antinex-utils/blob/master/LICENSE