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@FOCS-AI

Fibre Optic Communication Systems and Artificial Intelligence

Artificial Intelligence, Deep Learning, Machine Learning in Fibre Optic Communication Systems
README.md

Fibre Optic Communication Systems and Artificial Intelligence

🌎 Introduction We work at the intersection of communication systems and artificial intelligence.

👩🏻‍💻 Guidelines We share our work to accelerate science and technology; feel free to message us if you would like to collaborate on joint projects.

💻 Development If you'd like to extend our work, we request you to please cite the GitHub repositories and the corresponding research articles or reports.

👨🏻‍💻 Resources If you are interested in optical network resources for academic research, please contact us or follow the organisation for updates.

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  1. optrix optrix Public

    A dataset of publicly available core network physical topologies

  2. linkwise linkwise Public

    Topology-Driven Edge Predictions with Graph Machine Learning for Optical Network Growth: Graph representation learning on real-world optical core networks outperforms edge prediction heuristics by …

    Jupyter Notebook 2 1

Repositories

Showing 10 of 11 repositories
  • RDC-Poster-Session Public

    Poster Session after Researcher Development Course at University of Cambridge

    FOCS-AI/RDC-Poster-Session’s past year of commit activity
    0 0 0 0 Updated Jan 10, 2024
  • optrix Public

    A dataset of publicly available core network physical topologies

    FOCS-AI/optrix’s past year of commit activity
    0 0 0 0 Updated Jan 1, 2024
  • linkwise Public

    Topology-Driven Edge Predictions with Graph Machine Learning for Optical Network Growth: Graph representation learning on real-world optical core networks outperforms edge prediction heuristics by 10 times, achieving up to 93.4% accuracy on BT(UK), COST(EU), and CORONET(USA) by learning from 10% training data.

    FOCS-AI/linkwise’s past year of commit activity
    Jupyter Notebook 2 1 0 0 Updated Nov 18, 2023
  • focs-ai.github.io Public

    Optical Networks and Artificial Intelligence

    FOCS-AI/focs-ai.github.io’s past year of commit activity
    HTML 0 MIT 0 0 0 Updated Sep 11, 2023
  • submatrix Public

    A dataset of publicly available physical optical network connections (subsea cables)

    FOCS-AI/submatrix’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Sep 8, 2023
  • telematrix Public

    A private dataset of telecom operator (British Telecommunication) core networks in the UK (contains only publicly released images)

    FOCS-AI/telematrix’s past year of commit activity
    0 0 0 0 Updated Sep 8, 2023
  • dynamatrix Public

    A dataset of temporal, evolving and dynamic optical network topologies

    FOCS-AI/dynamatrix’s past year of commit activity
    0 0 0 0 Updated Sep 4, 2023
  • simatrix Public

    A dataset of generated (simulated) physical optical network topologies using graph generative models

    FOCS-AI/simatrix’s past year of commit activity
    0 0 0 0 Updated Sep 4, 2023
  • software Public

    List of Software Tools and Packages Used in Network Topology Design, Monitoring, Visualisation and Optimisation in Industry and Academia

    FOCS-AI/software’s past year of commit activity
    0 0 0 0 Updated Aug 26, 2023
  • ai-software Public

    List of Software, Tools and Packages for Deep Learning, Graph Machine Learning, Graph Analysis, Graph Generation and Link Prediction

    FOCS-AI/ai-software’s past year of commit activity
    0 0 0 0 Updated Aug 22, 2023
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