embark-on-the-fraud-detection-journey-by-importing-data-into-memgraph-with-python
Use Cases
Fraud Detection
Python
GQLAlchemy
Embark on the Fraud Detection Journey by Importing Data Into Memgraph With Python

Are you reluctant to switch from a relational database to a graph databases to explore fraud because you believe you first need to be proficient in Cypher to correctly import the data? Be rest assured - there is a Python-friendly approach available within Memgraph!

by
Bruno Sacaric
November 16, 2022
networkx-developers-say-farewell-to-the-boilerplate-code
Python
NetworkX
NetworkX Developers, Say Farewell to the Boilerplate Code

If you are spending more time writing code to develop, deploy and manage your graph projects, it’s time you tried Memgraph. It will allow you to focus on the data analysis and free you from all that time-consuming coding.

by
Katarina Supe
November 14, 2022
who-ranks-better-memgraph-vs-networkx-pagerank
Python
NetworkX
Comparison
Who ranks better? Memgraph vs NetworkX PageRank

Are your NetworkX algorithms taking even more and more time to produce the results you need to finish up your research? Or the application reached a critical point and its starting to lag due to increase in data analysis? Could Memgraph tackle the same computations in less time? I think you probably know the answer is “Doh!” but here are the numbers to prove it.

by
Katarina Supe
November 8, 2022
data-persistency-large-scale-data-analytics-and-visualizations-biggest-networkx-challenges
Python
NetworkX
Data persistency, large-scale data analytics and visualizations - biggest NetworkX challenges

When NetworkX can no longer handle the analysis and vizualisation requirements of your project, and you are tired of constantly reloading data, find out how you can utilize Memgraph to get your graph data analysis back on track.

by
Katarina Supe
November 3, 2022
in-memory-database-python
Python
Graph Database 101
Comparison
In-Memory Databases that Work Great with Python

An in-memory database is a database that is kept in the main memory (RAM) of a computer and controlled by an in-memory database management system. When analyzing information in an in-memory database, only the RAM is used.

by
Memgraph
May 30, 2022
best-python-packages-tools-for-knowledge-graphs
Use Cases
Knowledge Graphs
Python
Comparison
Best Python Packages (Tools) for Knowledge Graphs

A Knowledge Graph is a reusable data layer that is used to answer sophisticated queries across multiple data silos. With contextualized data displayed and organized in the form of tables and graphs, they achieve pinnacle connectivity.

by
Memgraph
May 23, 2022
amazon-user-item-recommender-with-tgn-and-memgraph
Graph Algorithms
Showcase
Use Cases
Recommendation Engine
Temporal graph neural networks with PyTorch - How to create a simple recommendation engine on an Amazon dataset

Temporal graph neural networks can be used to perform both label classification and link prediction. Learn how to create a simple graph recommendation engine using TGNs on an Amazon product dataset.

by
Antonio Filipovic
April 26, 2022
gqlalchemy-1-2-release
Python
GQLAlchemy
Announcing GQLAlchemy 1.2 - Developing Python applications with graph databases

Say hello to GQLAlchemy 1.2, a Python OGM (Object Graph Mapper) that helps you work with graph databases.

by
Ivan Despot
April 13, 2022
gqlalchemy-query-builder
Python
GQLAlchemy
Cypher QL
How to use GQLAlchemy query builder?

Through this guide, you will learn how to use different query builder methods to create, change, get, set, and remove data from Memgraph.

by
Katarina Supe
April 13, 2022
jupyter-translate-data-to-graph-database
Python
Importing Table Data into a Graph Database with GQLAlchemy

Through this short tutorial, you will learn how to import table data from files stored in local or online storage systems to a Memgraph graph database using GQLAlchemy

by
Bruno Sacaric
April 12, 2022
running-memgraph-with-python
Python
Dev Tools
How to manage Memgraph Docker instances in Python

Through this guide, you will learn how to start, stop, connect to and monitor Memgraph instances with GQLAlchemy.

by
Ivan Despot
April 12, 2022
jupyter-notebook-twitter-network-analysis
Python
GQLAlchemy
Explore Datasets
Graph Algorithms
Exploring a Twitter Network with Memgraph in a Jupyter Notebook

Through this short tutorial, you will learn how to install Memgraph, connect to it from a Jupyter Notebook and perform data analysis using graph algorithms.

by
Ivan Despot
March 25, 2022
graph-algorithms-cheat-sheet-for-coding-interviews
Python
Graph Algorithms
Graph Algorithms Cheat Sheet For Coding Interviews

When applying for developer roles, the interviewer might ask you to solve coding problems during technical interviews. This article will help you understand some of the most fundamental ones like BFS, DFS and Dijkstra's algorithm.

by
Memgraph
March 3, 2022
building-robust-applications-using-gqlalchemy
App Building
Python
GQLAlchemy
Building robust applications using GQLAlchemy

Learn how to build applications from bottom to top with the help of GQLAlchemy.

by
Katarina Supe
January 25, 2022
gqlalchemy-on-disk-storage
Python
GQLAlchemy
Using on disk storage with an in-memory Graph Database

Choose to store python objects partially into an in-memory Graph Database and into an SQLite database on disk.

by
Mislav Vuletic
January 24, 2022
gqlalchemy-streams-triggers
Real-time Analytics
Python
GQLAlchemy
Streaming and trigger support with GQLAlchemy

Learn how to use the GQLAlchemy library to manage data streams and database triggers in Memgraph

by
Ivan Despot
January 21, 2022
link-prediction-with-node2vec-in-physics-collaboration-network
Graph Algorithms
Node2Vec
Python
GQLAlchemy
Link prediction with Node2Vec in Physics Collaboration Network

A guide to understanding how link prediction works with node2vec algorithm

by
Antonio Filipovic
December 13, 2021
identifying-essential-proteins-betweenness-centrality
Tutorials
Python
Memgraph MAGE
Memgraph Lab
How to Identify Essential Proteins using Betweenness Centrality

A step-by-step tutorial on how to identify essential proteins in protein-protein interaction networks using graph analytics

by
Ivan Despot
November 18, 2021
graph-web-application
Python
App Building
How to Build a Graph Web Application with Python, Flask, Docker & Memgraph - Part 1

Through this tutorial, you will learn how to create a basic Flask server, Dockerize an app and connect to Memgraph

by
Ivan Despot
November 16, 2021
online-node2vec-recommendation-system
Graph Algorithms
Node2Vec
Use Cases
Recommendation Engine
Recommendation System Using Online Node2Vec with Memgraph MAGE

Learn how to create a real-time recommendation engine with the Online Node2Vec embedding algorithm

by
Antonio Filipovic
November 11, 2021
memgraph-with-python-and-jupyter-notebooks
Python
GQLAlchemy
How to use Memgraph with Python and Jupyter Notebooks

Through this tutorial, you will learn how to work with Memgraph from a Python script or a Jupyter Notebook

by
Ivan Despot
November 9, 2021
how-to-become-gqlalchemist
Python
GQLAlchemy
How to become a GQLAlchemist?

Use the GQLAlchemy library for easier and more intuitive interactions with Memgraph in Python

by
Memgraph
June 2, 2021
optimizing-telco-networks-with-graph-coloring-and-memgraph-mage
Graph Algorithms
Explore Datasets
Optimizing Telco Networks With Graph Coloring & Memgraph MAGE

In this tutorial, you will learn about the code assignment problem in telecommunication networks and how to solve it in a simple yet effective way using graph algorithms and Memgraph.

by
Suzana Pratljacic
May 3, 2021
community-detection-algorithms-with-python-networkx
Community Detection
Graph Algorithms
Python
NetworkX
Understanding Community Detection Algorithms with Python NetworkX

Learn the basic principles behind community detection algorithms, their specific implementations, and how you can run them using Python and NetworkX.

by
Ivan Despot
March 23, 2021
how-to-implement-custom-json-utility-procedures-with-memgraph-mage-and-python
Python
How to Implement Custom JSON Utility Procedures With Memgraph MAGE and Python.

Learn how to extend the Cypher query language by implementing a few simple custom procedures to load and export data in a JSON format using Memgraph MAGE and Python.

by
Ivan Despot
March 9, 2021
how-to-write-custom-cypher-procedures-with-networkx-and-memgraph
Python
Graph Algorithms
NetworkX
How to Write Custom Cypher Procedures with NetworkX and Memgraph

Learn how to implement custom Cypher procedures using query modules and the NetworkX Python library.

by
Ivan Despot
February 15, 2021
how-to-visualize-a-social-network-in-python-with-a-graph-database
App Building
Python
Graph Algorithms
Community Detection
How to Visualize a Social Network in Python with a Graph Database: Flask + Docker + D3.js

How to build a Python web application for visualizing a Social Network Graph in Python with Docker, Flask and D3.js

by
Ivan Despot
September 28, 2020