grand
forceatlas2
grand | forceatlas2 | |
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2 | 2 | |
76 | 272 | |
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2.8 | 0.0 | |
17 days ago | 16 days ago | |
Python | Python | |
Apache License 2.0 | GNU General Public License v3.0 only |
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grand
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Show HN: In-memory graph "database" with NetworkX and openCypher
Cypher is a super useful language for querying graph structures, but sometimes it's overkill to load a tiny graph into Neo4j or memgraph. We wrote this tool to act as an abstraction layer so you can query in-memory graph data -- or, using [Grand](https://github.com/aplbrain/grand), rewrite Cypher queries to run on SQLite dbs or even other graph databases that don't support Cypher out of the box. Hoping it'll be helpful to those in the network theory, graph ML, and data science communities!
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A minimalistic Python wrapper to AWS DynamoDB
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!
forceatlas2
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How to take credit for someone else's work on GitHub
Or you can just do this: https://github.com/bhargavchippada/forceatlas2/commit/7438e2...
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Are there any packages/modules devoted specifically to NetworkX compatible layouts?
I've compiled all the resources that I know about: * Graphviz can be accessed via NetworkX. It has a few layouts that are pretty good in many cases. * iGraph has some layout options. It requires conversion to iGraph format obviously but that's not a huge issue. * Force Atlas 2 has an implementation for NetworkX. Though, this package isn't updated very often.
What are some alternatives?
netgraph - Publication-quality network visualisations in python
dotmotif - A performant, powerful query framework to search for network motifs
networkx-guide - We here are very big fans of NetworkX as a graph library and its comprehensive set of graph algorithms. For many though, working with NetworkX involves a steep learning curve. This guide is designed as an aid for beginners and experienced users to find specific tips and explore the world of complex networks.
chinese-whispers - An implementation of Chinese Whispers in Python.
grand-cypher - Implementation of the Cypher language for searching NetworkX graphs
algorithms - Minimal examples of data structures and algorithms in Python
git-upstage - Take credit for someone else's work; or, a typo gone too far.
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. 📚🧠🚀
forceatlas2-python - A port of Gephi's ForceAtlas2 graph layout algorithm to Python and NetworkX. See the bzr page for updates.
PynamoDB - A pythonic interface to Amazon's DynamoDB
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