Sign up for ArangoGraph Insights Platform

Before signing up, please accept our terms & conditions and privacy policy.

What to expect after you signup
You can try out ArangoDB Cloud FREE for 14 days. No credit card required and you are not obligated to keep using ArangoDB Cloud.

At the end of your free trial, enter your credit card details to continue using ArangoDB Cloud.

If you decide that ArangoDB Cloud is not (yet) for you, you can simply leave and come back later.

Integrate ArangoDB with PyTorch Geometric to Build Recommendation Systems

April 6, 202200ArangoML, General, Graphs, how to, Machine LearningTags: arangoml, Graph, Machine Learning, pytorch, recommendation

Estimated reading time: 20 minutes

In this blog post, we will build a complete movie recommendation application using ArangoDB and PyTorch Geometric. We will tackle the challenge of building a movie recommendation application by transforming it into the task of link prediction. Our goal is to predict missing links between a user and the movies they have not watched yet.

Run this notebook yourself: https://colab.research.google.com/github/arangodb/interactive_tutorials/blob/master/notebooks/Integrate_ArangoDB_with_PyG.ipynb

<br />

Hear More from the Author

A Comprehensive Case-Study of GraphSage using PyTorchGeometric and Open-Graph-Benchmark

Continue Reading

Introducing the new ArangoDB Datasource for Apache Spark

Introducing ArangoDB 3.9 – Graph Meets Analytics

Introducing the ArangoDB-DGL Adapter

April 6, 2022 Sachin Sharma

Sachin is a Machine Learning Research Engineer at ArangoDB whose aim is to build Intelligent products using thorough research and engineering in the area of Graph Machine Learning. He completed his Masters’s degree in Computer Science with a specialization in Intelligent Systems. He is an AI Enthusiast who has conducted research in the areas of Computer Vision, NLP, and Graph Neural Networks at DFKI (German Research Centre for AI) during his academic career. Sachin also worked on building Machine Learning pipelines at Define Media Gmbh where he worked as a Machine Learning Engineer and Scientist.

Sign up for ArangoGraph Insights Platform

Integrate ArangoDB with PyTorch Geometric to Build Recommendation Systems

Hear More from the Author

Continue Reading

Leave a Reply