Skip to main content
Ctrl+K

Cornac

  • User Guide
  • Models Available
  • Contributors Guide
  • API Reference
  • Official Site
    • Preferred.AI
  • GitHub
  • User Guide
  • Models Available
  • Contributors Guide
  • API Reference
  • Official Site
  • Preferred.AI
  • GitHub

Section Navigation

Getting Started

  • Installation
  • Quickstart
  • For Developers
  • For Researchers

Additional Guides

  • Using your Own Data
  • FoodRecce Example
  • User Guide

User Guide#

Welcome to the Cornac User Guide. This guide aims to get you started in recommender systems using Cornac, a Python library friendly to most users.

Cornac is a robust Python library tailored to normal users, alongside data scientists and engineers. Cornac aims to equip you with the tools to build, evaluate, and fine-tune recommender systems to meet your needs.

Getting Started

  • Installation
    • Install Python
    • Install Cornac
    • Model dependencies
    • Verifying Installation
    • What’s next?
  • Quickstart
    • The Cornac Experiment Concept
    • The First Experiment
    • What’s Next?
  • For Developers
    • Experimenting with models
    • Hyper-parameter tuning
    • Data loading
    • Training model
    • Obtaining recommendations
    • Model persistence
    • Running an API service
    • Running the API service with Docker
    • What’s Next?
  • For Researchers
    • What can you do with Cornac?
    • Conducting experiments
    • Tuning hyper-parameters
    • Adding your own model
    • Development workflow
    • Analyze results
    • Using additional packages
    • Adding a new metric
    • Let us know!
    • What’s Next?

Additional Guides

  • Using your Own Data
    • My First Data Prediction
    • Loading data from CSV
  • FoodRecce Example
    • Training data
    • How the recommender was built
    • Providing feedback
    • Giving recommendations
    • Updating the Model
    • Conclusion
    • What’s Next?
    • Others

previous

Cornac: A Comparative Framework for Multimodal Recommender Systems

next

Installation

This Page

  • Show Source

© Copyright 2023, Preferred.AI.

Created using Sphinx 8.2.3.

Built with the PyData Sphinx Theme 0.16.1.