network-science

Open-source projects categorized as network-science | Edit details
Language filter: + Python + R + Jupyter Notebook

Top 5 network-science Open-Source Projects

  • GitHub repo awesome-network-analysis

    A curated list of awesome network analysis resources.

    Project mention: Can anyone recommend any deep web sites that hosts certificate courses from reputable universities for free? Or any edtech sites on the deep web. Thanks. | reddit.com/r/deepweb | 2021-05-12
  • GitHub repo karateclub

    Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

  • Activeloop.ai

    Optimize your datasets for ML. Goodbye, boilerplate code - the fastest dataset optimization and management tool for computer vision.

  • GitHub repo pytorch_geometric_temporal

    PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

    Project mention: PyTorch Geometric Temporal 0.37 | reddit.com/r/GeometricDeepLearning | 2021-06-18
  • GitHub repo PDN

    The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

    Project mention: Show HN: Pathfinder Discovery Networks for Neural Message Passing (WWW '21) | news.ycombinator.com | 2021-02-09
  • GitHub repo netsci-labs

    (In progress) Network science laboratories. Covers graph theory, random graphs and ML on graphs

    Project mention: My network science / ML on graphs notebooks | reddit.com/r/learnmachinelearning | 2021-10-04

    A huge inspiration is the Stanford's cs224w course. The notebooks are structured for teaching. https://github.com/zademn/netsci-labs

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 2021-10-04.

Index

What are some of the best open-source network-science projects? This list will help you:

Project Stars
1 awesome-network-analysis 2,452
2 karateclub 1,416
3 pytorch_geometric_temporal 1,061
4 PDN 38
5 netsci-labs 1
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