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@big-data-lab-umbc

Big Data Analytics Lab @ UMBC

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  1. aws-automation aws-automation Public

    Jupyter Notebook 6 1

  2. big-data-reu big-data-reu Public

    Repository for the Online Interdisciplinary Big Data Analytics in Science and Engineering REU (Research Experience for Undergraduates) Site program at UMBC. More at https://bigdatareu.umbc.edu/

    Jupyter Notebook 5 10

  3. MODIS_Aggregation MODIS_Aggregation Public

    Python 4 8

  4. ensemble_causality_learning ensemble_causality_learning Public

    Python 10 1

  5. Reproducible_and_portable_app_in_cloud Reproducible_and_portable_app_in_cloud Public

    A toolkit to deploy, execute, analyze, and reproduce big data analytics automatically in the cloud.

    Python 6 7

  6. sea-ice-prediction sea-ice-prediction Public

    Jupyter Notebook 17 6

Repositories

Showing 10 of 38 repositories
  • Causality-For-Earth-science Public

    Causality for Earth science - A Review on Time-series and Spatiotemporal Causality Methods

    big-data-lab-umbc/Causality-For-Earth-science’s past year of commit activity
    0 0 0 0 Updated Mar 3, 2025
  • big-data-lab-umbc/sea-ice-prediction’s past year of commit activity
    Jupyter Notebook 17 6 0 0 Updated Feb 20, 2025
  • big-data-lab-umbc/multivariate-weather-data-clustering’s past year of commit activity
    Jupyter Notebook 3 Apache-2.0 1 0 1 Updated Dec 9, 2024
  • big-data-lab-umbc/Benchmarking-YOLO-models-using-SageMaker’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Nov 16, 2024
  • big-data-reu Public

    Repository for the Online Interdisciplinary Big Data Analytics in Science and Engineering REU (Research Experience for Undergraduates) Site program at UMBC. More at https://bigdatareu.umbc.edu/

    big-data-lab-umbc/big-data-reu’s past year of commit activity
    Jupyter Notebook 5 Apache-2.0 10 0 0 Updated Nov 9, 2024
  • big-data-lab-umbc/Causal-Feedback-with-CCM-on-Climate-Data’s past year of commit activity
    0 Apache-2.0 0 0 0 Updated Nov 8, 2024
  • Evaluation-of-clustering-Algorithms-for-Multivariate-Spatiotemporal-Data Public

    We evaluate the performance and stability of traditional and deep clustering algorithms on Multivariate Spatiotemporal Data

    big-data-lab-umbc/Evaluation-of-clustering-Algorithms-for-Multivariate-Spatiotemporal-Data’s past year of commit activity
    0 Apache-2.0 0 0 0 Updated Nov 8, 2024
  • Hybrid-Ensemble-Graph-Clustering Public

    Codebase for the paper titled: Hybrid Ensemble Deep Graph Temporal Clustering for Spatiotemporal Data

    big-data-lab-umbc/Hybrid-Ensemble-Graph-Clustering’s past year of commit activity
    0 0 0 0 Updated Nov 8, 2024
  • Reproducible_and_portable_app_in_cloud Public

    A toolkit to deploy, execute, analyze, and reproduce big data analytics automatically in the cloud.

    big-data-lab-umbc/Reproducible_and_portable_app_in_cloud’s past year of commit activity
    Python 6 7 6 0 Updated May 30, 2024
  • earth_ai_book_materials Public Forked from earth-artificial-intelligence/earth_ai_book_materials

    The repo contains all the source code, notebooks, and technical resources that assist students to read the book Artificial Intelligence in Earth Science.

    big-data-lab-umbc/earth_ai_book_materials’s past year of commit activity
    Jupyter Notebook 0 13 0 0 Updated May 9, 2023

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