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Graph theory
Links
β
Graphs (2019)
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Algebraic Property Graphs paper (2019)
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vis-network
- Display dynamic, automatically organised, customizable network views.
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ngraph
- Set of graph related algorithms. It can be used in a browser or on the server side.
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A detailed characterization of complex networks using Information Theory (2019)
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ngraph.path
- Fast path finding for arbitrary graphs.
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Rainbow Proof Shows Graphs Have Uniform Parts (2020)
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MIDAS: Real-Time Streaming Anomaly Detection in Dynamic Graphs
(
HN
)
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MIDAS in Go
(
HN
)
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Algebraic Graphs with Class
β
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Learning an End-to-End Physical Layer with Computational Graphs
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ngraph.hde
- High dimensional embedding of a graph and its layout.
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Representing Graphs by Knuth Trees (1974)
(
HN
)
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Seven Trees in One - Andreas Blass (1994)
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Comparison: growth (2020)
- Examine how fast are various geometries/graphs/groups growing.
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Better geometry through graph theory (2018)
(
HN
)
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Introduction to Graph Theory
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β
Graph Theory Textbooks
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Kosaraju's Algorithm for finding Strongly Connected Components (2020)
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A Practical Introduction to Graphs (Network Diagrams) (2020)
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Tronix - Visualize Graph Theory
(
HN
)
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Efficient Graph Search
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Graphs and C-sets I: What is a graph? (2020)
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Computer Scientists Break Traveling Salesperson Record (2020)
(
HN
)
β
Cuckoo Cycle
- Memory-bound graph-theoretic proof-of-work system.
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GraphBLAS
- Graph algorithms in the language of linear algebra.
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GraphBLAS: A linear algebraic approach for portable graph algorithms (2020)
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GEMS Lab
- Graph Exploration and Mining at Scale. (
GitHub
)
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SNAP
- Stanford Network Analysis Platform. (
Web
)
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DeepSNAP
- Python library assists deep learning on graphs.
β
Cytoscape.js
- Graph theory (network) library for visualisation and analysis. (
Web
)
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React Cytoscape
- React component for Cytoscape.js network visualisations.
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Awesome Dynamic Graphs
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GraphScope
- One-Stop Large-Scale Graph Computing System from Alibaba. (
Web
)
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The Easiest Unsolved Problem in Graph Theory (2021)
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β
NGT
- Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data.
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New Proof Reveals That Graphs with No Pentagons Are Fundamentally Different (2021)
(
HN
)
β
Geometric Deep Learning
- Grids, Graphs, Groups, Geodesics, and Gauges. (
Tweet
) (
Lectures
)
β
Constructions in combinatorics via neural networks (2021)
(
Tweet
)
β
Kite
- Interactive visualization tool for graph theory. (
Code
) (
HN
)
β
Spaghetti
- Open-source Python library for the analysis of network-based spatial data. (
Web
)
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Graphs (2017)
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How do DAGs help to reduce bias in causal inference?
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Algorithms Course - Graph Theory Tutorial from a Google Engineer (2019)
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Master thesis: Minimum degree ordering (2021)
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How Big Data Carried Graph Theory into New Dimensions
(
HN
)
β
Partition and Code: learning how to compress graphs (2021)
(
Code
)
β
Ordering Movie Credits with Graph Theory
(
HN
)
β
Solving the Traveling Salesman Problem using Self-Organizing Maps
β
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