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@kraina-ai

Kraina AI

Geospatial & Mobility Research Group at WUST

Welcome to Kraina AI
a Geospatial & Mobility Research Group at WUST

Our WebsiteSRAI

📍 Geospatial Analysis: Employing state-of-the-art spatial data processing techniques, we discern spatial relationships and distribution patterns, uncovering crucial spatial trends.

🚗 Mobility Insights: Through extensive data mining and modelling, we investigate the dynamics of human and vehicular mobility, optimizing transportation networks and fostering sustainable urban development.

🗺️ Urban Dynamics: Merging urban studies with geospatial analytics, we dissect the drivers behind urban growth, land use changes, and urban sprawl, informing evidence-based urban planning strategies.

🔓 Open source: At Kraina we are actively improving the tooling around the geospatial domain. Our code is fully open-source under the Apache 2.0 License

Our tools

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  1. srai srai Public

    Spatial Representations for Artificial Intelligence - a Python library toolkit for geospatial machine learning focused on creating embeddings for downstream tasks

    Python 217 16

  2. srai-tutorial srai-tutorial Public

    A tutorial for the SRAI library

    Jupyter Notebook 21 4

  3. quackosm quackosm Public

    QuackOSM: an open-source Python and CLI tool for reading OpenStreetMap PBF files using DuckDB

    Python 207 12

  4. overturemaestro overturemaestro Public

    An open-source tool for reading OvertureMaps data with multiprocessing and additional Quality-of-Life features

    Python 18

  5. map_diffusion map_diffusion Public

    Jupyter Notebook 4

  6. kraina-website kraina-website Public

    Kraina Research Group website in Quarto

    Lua

Repositories

Showing 10 of 14 repositories
  • overturemaestro Public

    An open-source tool for reading OvertureMaps data with multiprocessing and additional Quality-of-Life features

    kraina-ai/overturemaestro’s past year of commit activity
    Python 18 Apache-2.0 0 8 2 Updated Nov 8, 2024
  • srai Public

    Spatial Representations for Artificial Intelligence - a Python library toolkit for geospatial machine learning focused on creating embeddings for downstream tasks

    kraina-ai/srai’s past year of commit activity
    Python 217 Apache-2.0 16 87 9 Updated Nov 4, 2024
  • quackosm Public

    QuackOSM: an open-source Python and CLI tool for reading OpenStreetMap PBF files using DuckDB

    kraina-ai/quackosm’s past year of commit activity
    Python 207 Apache-2.0 12 14 2 Updated Nov 4, 2024
  • overturemaps-releases-indexes Public

    Repository for precalculated Overture Maps releases indexes.

    kraina-ai/overturemaps-releases-indexes’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 23, 2024
  • kraina-ai/geospatial-code-llms-dataset’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Aug 22, 2024
  • srai-test-files Public

    Repository for files used in testing srai library. Ensures reproducibility for the tests.

    kraina-ai/srai-test-files’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Jul 24, 2024
  • srai-tutorial Public

    A tutorial for the SRAI library

    kraina-ai/srai-tutorial’s past year of commit activity
    Jupyter Notebook 21 Apache-2.0 4 13 2 Updated Jul 16, 2024
  • kraina-website Public

    Kraina Research Group website in Quarto

    kraina-ai/kraina-website’s past year of commit activity
    Lua 0 Apache-2.0 0 11 0 Updated Apr 20, 2024
  • srai-sandbox Public Forked from kraina-ai/srai

    Spatial Representations for Artificial Intelligence

    kraina-ai/srai-sandbox’s past year of commit activity
    Python 0 Apache-2.0 16 0 0 Updated Nov 25, 2023
  • mkdocs-material Public Forked from squidfunk/mkdocs-material

    Documentation that simply works

    kraina-ai/mkdocs-material’s past year of commit activity
    HTML 0 MIT 3,609 0 0 Updated Nov 19, 2023

People

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