Awesome Memgraph

A curated list of awesome Memgraph resources, libraries, tools and applications.

Inspired by the awesome list thing. Feel free to improve this list by contributing!

Contents

• Resources
  • Documentation
  • Docker images
  • Tools
• Articles
• Talks
• Tutorials
• Drivers
• Applications
• Contribute

Resources

Documentation

• Memgraph documentation
• Getting started with Memgraph
• Getting started with Cypher

Docker images

• Memgraph Docker images.

Tools

• Memgraph Lab
• GQLAlchemy
• MAGE

Articles

• Graph Database vs Relational Database.
• How to migrate from Neo4j to Memgraph.
• Temporal graph neural networks with PyTorch - How to create a simple recommendation engine on an Amazon dataset.
• How to use GQLAlchemy query builder?.
• How to manage Memgraph Docker instances in Python.
• Importing Table Data into a Graph Database with GQLAlchemy.
• Exploring a Twitter Network with Memgraph in a Jupyter Notebook.

Talks

• Memgraph 2.1 Live Demo with Dominik, CEO & Marko, CTO.
• Graph-based stream processing with Apache Kafka.
• MAGE 1.1 Live Demo - Analyzing a Twitter network with PageRank, node2vec & Community detection.
• GQLAlchemy 1.1 demo.

Tutorials

• First steps with Memgraph.
• Graph modeling.
• Implement a custom query module in Python.
• Install MemgraphDB and Memgraph Lab on Windows 10.
• Style your graphs in Memgraph Lab.
• Migrate from RDBMS to Memgraph.
• Graph stream processing with Kafka.
• Social network analysis with NetworkX.
• Understanding music (with query modules.
• Analyzing Interactions in a Slack Communication Network.
• How to build a Spotify Recommendation Engine using Kafka and Memgraph.
• Visualizing and Analyzing Reddit In Real-Time with Kafka and Memgraph.
• Building a BitClout Social Network Visualization App With Memgraph and D3.js.
• How to Build a Flight Network Analysis Graph-Based ASP.NET Application with Memgraph, C#, and D3.js.
• How to Develop a Credit Card Fraud Detection Application using Memgraph, Flask, and D3.js.
• Identifying Essential Proteins using Betweenness Centrality & Memgraph MAGE.
• Exploring Interpersonal Relationships in the Bible.
• How to Implement Custom JSON Utility Procedures With Memgraph MAGE and Python.
• How to Write Custom Cypher Procedures with NetworkX and Memgraph.
• Influencers among computer scientists.
• Modeling, Visualizing, and Navigating a Transportation Network with Memgraph.
• Optimizing Telco Networks With Graph Coloring & Memgraph MAGE.
• Running Community Detection with Memgraph and Python NetworkX.

Drivers

• Python.
• Rust.
• C#.
• Java.
• Go.
• Node.js.
• JavaScript.
• PHP.

Applications

• Analyze Infrastructure Networks with Dynamic Betweenness Centrality.
• Monitoring a Dynamic Contact Network with Online Community Detection.
• LabelRankT -- Community Detection in Dynamic Environment.
• Link prediction with Node2Vec in Physics Collaboration Network.
• How Node2Vec Works -- A Random Walk-Based Node Embedding Method.
• Introduction to Node Embedding.
• Recommendation System Using Online Node2Vec with Memgraph MAGE.
• Twitch Streaming Graph Analysis - Part 1.
• Identifying Essential Proteins using Betweenness Centrality & Memgraph MAGE](https://memgraph.com/blog/identifying-essential-proteins).
• Optimizing Telco Networks With Graph Coloring & Memgraph MAGE.
• Vislet -- visualize geographic data in Memgraph Lab.
• How to style your graphs in Memgraph Lab.
• Air Traffic Routing with Memgraph.
• Building a Recommendation System using Memgraph.
• How to Visualize a Social Network in Python with a Graph Database: Flask + Docker + D3.js.

Contribute

Contributions welcome! Read the contribution guidelines first.