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Author
Last Commit
Dec. 9, 2017
Created
Aug. 31, 2017

django-ai

https://travis-ci.org/math-a3k/django-ai.svg?branch=master

Artificial Intelligence for Django

django-ai is a collection of apps for integrating statistical models into your Django project so you can implement machine learning conveniently.

It integrates several libraries and engines providing your Django app with a set of tools so you can leverage the data generated in your project.

http://django-ai.readthedocs.io/en/latest/_images/django_ai.jpg

Documentation

The full documentation is at https://django-ai.readthedocs.io or the /docs directory for offline reading.

Features

  • Bayesian Networks: Integrate Bayesian Networks through your models using the BayesPy framework.

See the Overview section in the documentation for more information.

Comunication Channels

Quickstart

The easiest way of trying django-ai is inside its package:

  1. Create a virtual environment and activate it:

    python3 -m venv django-ai_env
    source django-ai_env/bin/activate
    
  2. Upgrade pip and install django-ai:

    (django-ai_env) pip install --upgrade pip
    (django-ai_env) pip install django-ai
    
  3. Change into the django-ai directory:

    (django-ai_env) cd django-ai_env/lib/python3.5/site-packages/django_ai
    
  4. Create the migrations for the dependencies and apply them:

    python manage.py makemigrations
    python manage.py migrate
    
  5. Create a superuser:

    python manage.py createsuperuser
    
  6. Start the development server and visit http://127.0.0.1:8000/admin/ to look at the examples and start creating your statistical models:

    python manage.py runserver
    

Or you can clone it from the repository and install the requirements in a virtualenv:

git clone [email protected]:math-a3k/django-ai.git

and do the same steps, installing the requirements in a virtual environment from requirements.txt

For installing it in your project, please refer here.

Running Tests

Does the code actually work?

source <YOURVIRTUALENV>/bin/activate
(myenv) $ pip install -r requirements_test.txt
(myenv) $ PYTHONHASHSEED=0 python runtests.py

Latest Releases
0.0.1
 Nov. 13 2017
0.0.1b1
 Oct. 23 2017
0.0.1a3
 Oct. 11 2017
0.0.1a2
 Oct. 11 2017