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@Streaming-Data-Analytics

Streaming Data Analytics

Organization used for the projects assigned during the Streaming Data Analytics course at Politecnico di Milano helded by prof. Emanuele Della Valle

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  1. Courseware Courseware Public

    The courseware of the course of Politecnico Di Milano offered by prof. Emanuele Della Valle together with Alessio Bernardo, Federico Giannini and Giacomo Ziffer.

    Jupyter Notebook 19 4

Repositories

Showing 10 of 24 repositories
  • 2024-2025_SML-vs-CL Public

    This project aims to compare SML and CL on data streams with temporal dependencies in two distinct scenarios: virtual and real concept drifts.

    Streaming-Data-Analytics/2024-2025_SML-vs-CL’s past year of commit activity
    Python 0 0 0 0 Updated Feb 14, 2025
  • 2024-2025_Benchmarking-Detectors-in-SML Public

    This project aims to evaluate the performance of several Concept Drift Detectors implemented in CapyMOA.

    Streaming-Data-Analytics/2024-2025_Benchmarking-Detectors-in-SML’s past year of commit activity
    0 0 0 0 Updated Feb 13, 2025
  • 2024-2025_SML-Notebooks-in-CapyMOA Public

    This project aims to reproduce the notebooks in CapyMOA and compare their temporal performance with similar notebooks in River.

    Streaming-Data-Analytics/2024-2025_SML-Notebooks-in-CapyMOA’s past year of commit activity
    0 0 0 0 Updated Feb 11, 2025
  • Courseware Public

    The courseware of the course of Politecnico Di Milano offered by prof. Emanuele Della Valle together with Alessio Bernardo, Federico Giannini and Giacomo Ziffer.

    Streaming-Data-Analytics/Courseware’s past year of commit activity
    Jupyter Notebook 19 Apache-2.0 4 0 0 Updated Dec 2, 2024
  • 2023-2024_OCL_Class-Incremental Public

    The projects aims to compare models trained in an OCL paradigm with models trained in classical CL paradigm on a Class Incremental Scenario on CLEAR dataset

    Streaming-Data-Analytics/2023-2024_OCL_Class-Incremental’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Sep 19, 2024
  • 2023-2024_OCL_Task-Incremental Public

    The projects aims to compare models trained in an OCL paradigm with models trained in classical CL paradigm on a Task Incremental Scenario on CLEAR dataset

    Streaming-Data-Analytics/2023-2024_OCL_Task-Incremental’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Sep 11, 2024
  • 2023-2024_Automated-Inspection-of-PCBs Public
    Streaming-Data-Analytics/2023-2024_Automated-Inspection-of-PCBs’s past year of commit activity
    Roff 3 0 0 0 Updated Jun 18, 2024
  • 2023-2024_Interactive-Urban-Floor-Screen-Installation Public
    Streaming-Data-Analytics/2023-2024_Interactive-Urban-Floor-Screen-Installation’s past year of commit activity
    0 0 0 0 Updated Mar 26, 2024
  • 2023-2024_Motus-TinyMOAlite-comparisonPdM Public
    Streaming-Data-Analytics/2023-2024_Motus-TinyMOAlite-comparisonPdM’s past year of commit activity
    0 Apache-2.0 0 0 0 Updated Mar 11, 2024
  • 2023-2024_SML-spotGUI-comparison Public
    Streaming-Data-Analytics/2023-2024_SML-spotGUI-comparison’s past year of commit activity
    0 0 0 0 Updated Mar 11, 2024
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