ML React App Template screenshot

ML React App Template

Author Avatar Theme by Kb22
Updated: 9 May 2019
308 Stars

This is a template for creating a Machine Learning application with its front-end developed using React which interacts with a Flask service as the back-end and makes predictions.

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Overview

ML-React-App is a template that allows users to build a React app and make predictions by calling endpoints. It provides a convenient platform for integrating machine learning models into web applications.

Features

  • React App Template: ML-React-App offers a starting point for building a React application, providing a solid foundation for creating user interfaces.
  • Endpoint Integration: With ML-React-App, users can easily integrate their machine learning models into their web applications by calling endpoints for making predictions.
  • Predictive Modeling: This template enables users to leverage the power of machine learning to make predictions based on input data.
  • Complete Guide: ML-React-App provides a comprehensive guide for using the repository, ensuring that users have all the necessary information to get started and make the most of this tool.

Installation

To install ML-React-App, follow the steps below:

  1. Clone the repository using the command git clone https://github.com/username/ML-React-App.
  2. Navigate to the project directory using cd ML-React-App.
  3. Install the required dependencies by running npm install.
  4. Start the application by executing npm start.
  5. Access the application at http://localhost:3000 in your browser.

Summary

ML-React-App is a valuable template for building React applications that require machine learning capabilities. Its features, including the React app template, endpoint integration, and predictive modeling, make it a useful tool for developers looking to incorporate machine learning into their web applications. The complete guide provided ensures that users have all the necessary information to successfully utilize this template.