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Top 14 Python Networkx Projects
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osmnx
Python for street networks. Download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
Project mention: I played with a python module called OSMnx to create the roadmaps of some cities. These include major highways,motorways,roads and streets that carry most of the traffic. | /r/india | 2023-07-13 -
awesome-community-detection
A curated list of community detection research papers with implementations.
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Revelo Payroll
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karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Check out Karate Club (https://github.com/benedekrozemberczki/karateclub) . It has implementations for many attributed node embedding algorithms.
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pygraphistry
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
Project mention: How to pass any first-round interview (even in a terrible talent market) | news.ycombinator.com | 2023-07-05I appreciate the good faith attempt:
https://github.com/graphistry/pygraphistry
And yes, we currently get used by data scientists and devs on problems like supply chain analysis, misinformation, cybersecurity, human trafficking. Seeing 100x+ more data than d3 and having a full env there makes their investigations easier. Our original tech helped lead to what is now Apache Arrow (we wrote the JS tier) and Nvidia RAPIDS (we wrote the precursor in js/opencl, and worked with Nvidia to restart for pydata), and are now focusing on the Nvidia Morpheus & graph AI sides for end-to-end GPU pipelines with our bigger customers (cyber, ...). To make this kind of tech easier for analysts, who are traditionally stuck with Splunk/Kibana/etc style UIs for investigations, we have been launching louie.ai with various customers. L
Hopefully now it makes sense why we don't go far with candidates who can't have conversations on these things.
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agentpy
AgentPy is an open-source framework for the development and analysis of agent-based models in Python.
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Onboard AI
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gqlalchemy
GQLAlchemy is a library developed with the purpose of assisting in writing and running queries on Memgraph. GQLAlchemy supports high-level connection to Memgraph as well as modular query builder.
Project mention: Link Prediction With node2vec in Physics Collaboration Network | dev.to | 2023-06-16As already mentioned, link prediction refers to the task of predicting missing links or links that are likely to occur in the future. In this tutorial, we will make use the of MAGE spell called node2vec. Also, we will use Memgraph to store data, and gqlalchemy to connect from a Python application. The dataset will be similar to the one used in this paper: Graph Embedding Techniques, Applications, and Performance: A Survey.
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ScaffoldGraph
ScaffoldGraph is an open-source cheminformatics library, built using RDKit and NetworkX, for the generation and analysis of scaffold networks and scaffold trees.
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grand
Your favorite Python graph libraries, scalable and interoperable. Graph databases in memory, and familiar graph APIs for cloud databases.
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YassQueenDB
Graph database library that allows you to store, analyze, and search through your data in a graph format. By using the Universal Sentence Encoder, it provides an efficient and semantic approach to handle text data. 📚🧠🚀
Project mention: I created an Easy to Use dimensionless vector database. GitHub - nileshkhetrapal/YassQueenDB: Graph database library that allows you to store, analyze, and search through your data in a graph format.📚🧠🚀 | /r/programming | 2023-04-23 -
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-07-13.
Python Networkx related posts
- I played with a python module called OSMnx to create the roadmaps of some cities. These include major highways,motorways,roads and streets that carry most of the traffic.
- Planning a straight line across Norwich, the best route I could find just scraped a silver.
- I created an Easy to Use dimensionless vector database. GitHub - nileshkhetrapal/YassQueenDB: Graph database library that allows you to store, analyze, and search through your data in a graph format.📚🧠🚀
- An Easy to use Dimensionless Vector Database
- [PROJECT] An Easy Dimensionless Vector Database
- Anyone here familiar with GeoPandas in Python? Can GeoPandas calculate driving distances and drive time?
- [OC] Neighborhood walkability in Delhi
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A note from our sponsor - Sonar
www.sonarsource.com | 1 Oct 2023
Index
What are some of the best open-source Networkx projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | osmnx | 4,358 |
| 2 | awesome-community-detection | 2,195 |
| 3 | karateclub | 1,978 |
| 4 | pygraphistry | 1,908 |
| 5 | netgraph | 562 |
| 6 | agentpy | 265 |
| 7 | forceatlas2 | 248 |
| 8 | gqlalchemy | 170 |
| 9 | ScaffoldGraph | 142 |
| 10 | grand | 64 |
| 11 | dotmotif | 64 |
| 12 | chinese-whispers | 55 |
| 13 | YassQueenDB | 12 |
| 14 | pymetrix | 12 |
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