Top 23 Python Graph Projects
Minimal examples of data structures and algorithms in PythonProject mention: algorithms VS CXXGraph - a user suggested alternative | libhunt.com/r/algorithms | 2022-02-28
Converts profiling output to a dot graph.Project mention: Is there a way I can visualize all the function calls made while running the project(C++) in a graphical way? | reddit.com/r/cpp | 2021-06-15
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzerProject mention: Handbook of Graph Drawing and Visualization | news.ycombinator.com | 2021-12-30
This! We do it all the time in fraud, genomics, social media, security, etc
We do one more thing: connect the nearest neighbors to make an interactive similarity graph. Takes just a few lines in total: https://github.com/graphistry/pygraphistry/blob/master/demos...
Nice-looking lightweight console ASCII line charts ╭┈╯ for NodeJS, browsers and terminal, no dependencies (by kroitor)Project mention: Logging and Metrics Fun | reddit.com/r/Bitburner | 2022-01-07
And with some help from a slightly modified asciichart.js (and modifying the DOM to use a monospaced font), I was also able to generate a text-based chart as well, so I can easily view "X over time" or whatever data from my servers. It's been super useful and helped me catch a few bugs in my scripts tbh.
Beagle is an incident response and digital forensics tool which transforms security logs and data into graphs. (by yampelo)Project mention: yampelo/beagle - Beagle is an incident response and digital forensics tool which transforms security logs and data into graphs. | reddit.com/r/GithubSecurityTools | 2021-06-30
A simple python library to interact with Microsoft Graph and Office 365 APIProject mention: Streaming Email and Downloading Attachments | reddit.com/r/learnpython | 2022-04-05
Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.
Graphormer is a deep learning package that allows researchers and developers to train custom models for molecule modeling tasks. It aims to accelerate the research and application in AI for molecule science, such as material design, drug discovery, etc.Project mention: [D] Autoregressive model for graph generation? | reddit.com/r/MachineLearning | 2022-04-05
Autoregressive models like GPT-2 do fairly well in text generation. Is it possible to do the same for graph data? A transformer based model Graphormer has recently shown its effectiveness in graph representation learning. Is there any way I can train Graphormer or any other model to generate graphs from an initial graph context?
Facepy makes it really easy to use Facebook's Graph API with PythonProject mention: Downloading an excel-file from a private Facebook group using Python | reddit.com/r/learnpython | 2021-09-19
It relies on a 3 years old library https://github.com/jgorset/facepy
Library of community detection algorithms and visualization toolsProject mention: I made a graph neural network specifically for graphs with community structure | reddit.com/r/deeplearning | 2021-06-28
I made a tool for plotting graphs with community structure. You can check it out here.
Grakn Knowledge Graph Library (ML R&D)
Neo4j Movies Example application with Flask backend using the neo4j-python-driverProject mention: Avoid Failed to read from defunct connection when using neo4j in Flask Application | reddit.com/r/codehunter | 2022-03-29
What is the recommended way to use neo4j with Flask? I have seen this example https://github.com/neo4j-examples/movies-python-bolt/blob/master/movies.py but they simply have a single driver object in the same way as I do. (Except that is global not inside a class, but functionally mine is the same.)
Fastest Gephi's ForceAtlas2 graph layout algorithm implemented for Python and NetworkXProject mention: How to take credit for someone else's work on GitHub | news.ycombinator.com | 2022-02-28
Or you can just do this: https://github.com/bhargavchippada/forceatlas2/commit/7438e2...
Play detective on Reddit: Discover political disinformation campaigns, secret influencers and moreProject mention: Some information and advice about DDoS, from someone who was there during #opPayback | reddit.com/r/anonymous | 2022-02-27
Micro Graph Database for Python Applications (by arun1729)Project mention: Show HN: Micro Graph Database for Python Applications | news.ycombinator.com | 2022-05-20
Local trajectory planner based on a multilayer graph framework for autonomous race vehicles.
Set of Maltego transforms to inferface with a MISP Threat Sharing instance, and also to explore the whole MITRE ATT&CK dataset.Project mention: Some transformations for Maltego | reddit.com/r/OSINT | 2022-05-10
MISP-maltego — https://github.com/MISP/MISP-maltego
📚A repository that contains all the Data Structures and Algorithms concepts and solutions to various problems in Python3 stored in a structured manner.👨💻🎯Project mention: GitHub - SamirPaul1/DSAlgo: 📚This repository consists of solutions to various problems and concepts of Data Structures and Algorithms in Python3 stored in a structured manner.👨💻 | reddit.com/r/coding | 2022-04-19
Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications" (by tech-srl)Project mention: [N] New Transport Planning Dataset for Deep Graph Neural Networks | reddit.com/r/MachineLearning | 2022-02-28
Code for https://arxiv.org/abs/2006.05205 found: https://github.com/tech-srl/bottleneck
An implementation of Chinese Whispers in Python.Project mention: Clustering Algorithms with Python | news.ycombinator.com | 2021-08-29
As this tutorial introduces the spectral clustering method that uses a similarity matrix between objects, I believe graph clustering methods are also worth mentioning. When I was investigating this topic, I released an implementation of a very efficient randomized clustering algorithm for graphs called Chinese Whispers: https://github.com/nlpub/chinese-whispers-python. Since it does not use matrices internally, it allows handling very large NetworkX graphs.
A command line utility for tracking a stock market portfolio. Primarily featuring high resolution braille graphs.
Your favorite Python graph libraries, scalable and interoperable. Graph databases in memory, and familiar graph APIs for cloud databases.Project mention: A minimalistic Python wrapper to AWS DynamoDB | news.ycombinator.com | 2021-05-30
Hey cool! I'm super curious to hear more about this. I _also_ wrote a pseudo-graph-database on DynamoDB (https://github.com/aplbrain/grand) :) It pretends it's a networkx.Graph, generally, but we also have a Cypher implementation on top of it.
Would love to chat more about this sometime if you were interested!
A performant, powerful query framework to search for network motifs
Python Graph related posts
Show HN: Micro Graph Database for Python Applications
1 project | news.ycombinator.com | 20 May 2022
Week of Java: Part 2: Setting Up Your Local Development Environment
10 projects | dev.to | 11 May 2022
The Possibilities of Infrastructure as Code
2 projects | dev.to | 26 Apr 2022
Building labs using component-based architecture with Terraform and Ansible
3 projects | dev.to | 14 Apr 2022
Programming languages used by top companies?
5 projects | reddit.com/r/gamedev | 10 Apr 2022
[D] Autoregressive model for graph generation?
2 projects | reddit.com/r/MachineLearning | 5 Apr 2022
Completed my first Data Engineering project with Kafka, Spark, GCP, Airflow, dbt, Terraform, Docker and more!
13 projects | reddit.com/r/dataengineering | 2 Apr 2022
What are some of the best open-source Graph projects in Python? This list will help you:
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