Django REST API & Swagger using DRF and Machine Learning …
May 9, 2023 · The focus of this article is to take the complexity of the project one step further and demonstrate how to create a Django REST API with Swagger Doc using Django REST Framework (DRF)...
Learning Django: REST Framework and MVT Architecture
Jun 21, 2021 · Defining the Django REST Framework (DRF), Django’s MVT design pattern, and how it compares to the more typical MVC architecture. This week to experiment with a new backend framework, I...
python - Architecturing an ML API in Django - Stack Overflow
Aug 2, 2019 · Instead of calling the ML logic within the API view and waiting for it to finish, consider setting up an asychronous task queue to perform the heavy lifting independently of the synchronous request-response cycle. In the context of Django, the standard task queue implementation would be Celery.
Machine learning Model Serving with Django Rest Framework
Mar 20, 2023 · In this article, let’s implement a simple machine learning model and then consume it with the simple Rest API which will be created using Django. The whole application will be...
Python/Django REST API Architecture - Stack Overflow
Jan 1, 2017 · I'm trying to build a niche social network like Instagram as a Python/Django application. So the things I need, regarding architecture, are (I guess): REST API (e.g. api.mystagram.com).
REST API Guide - Productionizing a Machine Learning model
Dec 19, 2019 · This article explains everything from setting up Django, creating REST APIs, Testing REST APIs, Serializing a Machine Learning Model, Integrating a Machine Learning Model into an API, Authentication and Throttling with a hands-on approach in a …
Basics of Django: Model-View-Template (MVT) Architecture
Nov 30, 2023 · Model-View-Template (MVT) Architecture. Model-View-Template architecture, otherwise known as MVT, is a software design pattern within Django that utilizes: Models to handle data logic and...
Is it possible to generate Class diagram/Architecture diagram using ...
Mar 28, 2018 · I'm working on an existing huge django 1.8 project which uses rest-framework and has about 90 models(tables). I'd like to generate a class diagram/architecture diagram for the tables. Is there any automated tool for this that I can use?
Build a Machine Learning API With Django Rest Framework:
Nov 10, 2021 · In this article, we'll: Build a simple Decision Tree model to predict Drug Treatment with relatively high accuracy. Create an API with Django Rest Framework that will be used to consume the Decision Tree Model created. Let us start by building and saving a machine learning model that will be later used to make predictions for our API.
How I Built a Machine Learning API with Django REST …
Oct 9, 2024 · In this article, I’ll walk you through my process of developing a robust ML API, combining Django’s flexibility with powerful machine learning models, and doing it in a way that’s both efficient and scalable.