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@predict-idlab

PreDiCT.IDLab

Repositories of the IDLab PreDiCT research group

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  1. plotly-resampler plotly-resampler Public

    Visualize large time series data with plotly.py

    Python 1.1k 71

  2. tsflex tsflex Public

    Flexible time series feature extraction & processing

    Python 411 26

  3. powershap powershap Public

    A power-full Shapley feature selection method.

    Python 203 20

  4. tsdownsample tsdownsample Public

    High-performance time series downsampling algorithms for visualization

    Jupyter Notebook 173 17

  5. sleep-linear sleep-linear Public

    Do not sleep on traditional machine learning for sleep stage scoring

    Jupyter Notebook 46 7

  6. RR-GCN RR-GCN Public

    Code for "R-GCN: The R Could Stand for Random"

    Python 37 4

Repositories

Showing 10 of 63 repositories
  • tsdownsample Public

    High-performance time series downsampling algorithms for visualization

    predict-idlab/tsdownsample’s past year of commit activity
    Jupyter Notebook 173 MIT 17 9 7 Updated Mar 3, 2025
  • mcsa-misalignment Public

    Examining Motor Current Sensors of Low and High Quality: Ablation Study on Window Sizes with a Fault-Emulating Setup

    predict-idlab/mcsa-misalignment’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Mar 3, 2025
  • pyRDF2Vec Public

    🐍 Python Implementation and Extension of RDF2Vec

    predict-idlab/pyRDF2Vec’s past year of commit activity
    Python 254 MIT 53 23 1 Updated Mar 3, 2025
  • landmark-uq Public

    Code related to the paper "Reliable uncertainty quantification for 2D/3D automatic anatomical landmark localization using multi-output conformal prediction" by Jonkers et al. (2025)

    predict-idlab/landmark-uq’s past year of commit activity
    Jupyter Notebook 1 1 0 0 Updated Feb 26, 2025
  • plotly-resampler Public

    Visualize large time series data with plotly.py

    predict-idlab/plotly-resampler’s past year of commit activity
    Python 1,087 MIT 71 54 6 Updated Feb 21, 2025
  • predict-idlab/cross-room-CO2-presence-occupancy’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Feb 20, 2025
  • predict-idlab/dose-response-conformal-prediction’s past year of commit activity
    Jupyter Notebook 1 MIT 1 0 0 Updated Feb 18, 2025
  • crepes-weighted Public

    Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.

    predict-idlab/crepes-weighted’s past year of commit activity
    Python 21 BSD-3-Clause 1 0 0 Updated Feb 18, 2025
  • landmarker Public

    PyTorch-based toolkit for landmark localization

    predict-idlab/landmarker’s past year of commit activity
    Python 23 MIT 5 0 0 Updated Jan 23, 2025
  • predict-idlab/Cross-Context-Learning’s past year of commit activity
    Python 0 0 0 0 Updated Dec 13, 2024

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