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Top 23 Python Graph Projects
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graph-of-thoughts
Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
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burr
Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.
Project mention: Diátaxis – A systematic approach to technical documentation authoring | news.ycombinator.com | 2024-12-04- https://burr.dagworks.io
It's not always the easiest to follow (we often have disagreements about whether something is a tutorial or a how-to), but it's a really valuable framing and I think our docs have gotten better because of it.
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gnn-lspe
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
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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.
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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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causalgraph
A python package for modeling, persisting and visualizing causal graphs embedded in knowledge graphs.
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audio-plot-lib
This library provides graph sonification functions and has been developed for a project named "Data science and machine learning resources for screen reader users". Please refer to the project page for more details.
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smatchpp
A package for handy processing of semantic graphs such as AMR, with a special focus on standardized evaluation
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grandlite
A SQLite-like tool for querying graphs from the command-line using graph query languages in in-memory Python.
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pygraphv
Python library for generating dot programming language for creating graphviz graphs from python OO style code
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tiling
Python module `dualgrid` for generating arbitrary rhombic tilings in arbitrary numbers of dimensions, based on the de Bruijn grid method. (by joshcol9232)
Project mention: Physicists have created the most fiendishly difficult maze | news.ycombinator.com | 2024-07-12Where is the code for generating these mazes?
The closest I've found is a paper they reference for generating arbitrary rhombic tilings in arbitrary numbers of dimensions, based on the de Bruijn grid method:
https://github.com/joshcol9232/tiling
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curves-intersection-with-gradient-descent
Plotting points that lie on the intersection of the given curves using gradient descent.
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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).
Python Graphs discussion
Python Graphs related posts
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Burr: Build AI Applications as State Machines
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Show HN: Burr: An OS Framework for Building and Debugging GenAI Apps Faster
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Graph of Thoughts: Solving Elaborate Problems with Large Language Models
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Ask HN: AI to study my DSL and then output it?
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How to Become a GQLAlchemist?
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Monitoring a Dynamic Contact Network With Online Community Detection
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NetworkX Developers, Say Farewell to the Boilerplate Code
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A note from our sponsor - SaaSHub
www.saashub.com | 18 Jan 2025
Index
What are some of the best open-source Graph projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | graph_nets | 5,370 |
| 2 | Mycodo | 3,018 |
| 3 | graph-of-thoughts | 2,245 |
| 4 | burr | 1,435 |
| 5 | pygraphblas | 343 |
| 6 | gnn-lspe | 245 |
| 7 | vizex | 237 |
| 8 | gqlalchemy | 233 |
| 9 | sparklines | 108 |
| 10 | grand | 101 |
| 11 | dodiscover | 95 |
| 12 | causalgraph | 45 |
| 13 | termcharts | 36 |
| 14 | audio-plot-lib | 27 |
| 15 | graphinate | 23 |
| 16 | smatchpp | 20 |
| 17 | mr-graph | 16 |
| 18 | grandlite | 5 |
| 19 | pygraphv | 4 |
| 20 | polar_ascii | 4 |
| 21 | tiling | 4 |
| 22 | curves-intersection-with-gradient-descent | 3 |
| 23 | graphviz-managed | 2 |
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