Giter Club home page Giter Club logo

mlops-wine-quality-prediction's Introduction

Wine quality prediction

dataset-cover

Modelling a Kaggle dataset of red wine properties and quality ratings.

  • In this project, I've set up GitHub Actions and Continuous Machine Learning (CML) to trigger specific actions whenever there's a push to this repository.

Workflow

Here's a high-level overview of the workflow in this repository:

  1. When a push is made to this repository, a GitHub Actions workflow is triggered.
  2. The workflow includes steps to install dependencies, train the model, and generate model performance metrics.
  3. CML is used to create reports and comments, providing insights into model quality.
  4. Reports, comments, and other information are shared right here on this repository.

feature_importance residuals

mlops-wine-quality-prediction's People

Contributors

a158-debug avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.