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predicto's Introduction

Predicto

Predicto is a machine learning project which provides the service of predictive modelling and exploratory data analysis on just one click. The front end is built using Django and the back end has been fed with various ML learning libraries.

Predicto.png

Requirements

  • Python 2.7+ or Python 3.4+ (Whatever is supported by your version of Django)

Installation

Use the requirements.txt pip to install project.

pip install -r requirements.txt

Format Support

What's It Look Like? A basic example looks like:

# myapp/api.py
# ============
#!/usr/bin/env python
"""Django's command-line utility for administrative tasks."""
import os
import sys


def main():
    os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'myproject.settings')
    try:
        from django.core.management import execute_from_command_line
    except ImportError as exc:
        raise ImportError(
            "Couldn't import Django. Are you sure it's installed and "
            "available on your PYTHONPATH environment variable? Did you "
            "forget to activate a virtual environment?"
        ) from exc
    execute_from_command_line(sys.argv)


if __name__ == '__main__':
    main()

# urls.py
# =======
"""myproject URL Configuration

The `urlpatterns` list routes URLs to views. For more information please see:
    https://docs.djangoproject.com/en/3.0/topics/http/urls/
Examples:
Function views
    1. Add an import:  from my_app import views
    2. Add a URL to urlpatterns:  path('', views.home, name='home')
Class-based views
    1. Add an import:  from other_app.views import Home
    2. Add a URL to urlpatterns:  path('', Home.as_view(), name='home')
Including another URLconf
    1. Import the include() function: from django.urls import include, path
    2. Add a URL to urlpatterns:  path('blog/', include('blog.urls'))
"""

from django.contrib import admin  
from django.urls import path  
from myproject import views  
from django.conf.urls import url
from django.views.generic import TemplateView
from django.conf import settings
from django.conf.urls.static import static


urlpatterns = [  
    path('admin/', admin.site.urls),  
    path('hello/', views.hello,name="hello"), 
    path('output/', views.output,name="output"),   
    path('output2/', views.output2,name="output2"),   
    url(r'^$',views.index)
]  

Execution

Use the django command to execute project.

python manage.py runserver

Output-Regression

Capture.png

Output-Classification

Capture.png

Output-EDA

Capture.png

Reference Material

predicto's People

Contributors

sanjay-nandakumar avatar

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