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@ML-KULeuven

KU Leuven Machine Learning Research Group

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  1. socceraction socceraction Public

    Convert soccer event stream data to SPADL and value player actions using VAEP or xT

    Python 605 136

  2. problog problog Public

    ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.

    Python 306 35

  3. deepproblog deepproblog Public

    DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.

    Python 184 48

  4. soccer_xg soccer_xg Public

    A Python package for training and analyzing expected goals (xG) models in soccer.

    Jupyter Notebook 160 21

  5. cobras cobras Public

    Interactive clustering with super-instances

    Python 49 12

  6. soccermix soccermix Public

    SoccerMix is a soft clustering technique based on mixture models that decomposes event stream data into a number of prototypical actions of a specific type, location, and direction.

    Jupyter Notebook 39 4

Repositories

Showing 10 of 46 repositories
  • socceraction Public

    Convert soccer event stream data to SPADL and value player actions using VAEP or xT

    ML-KULeuven/socceraction’s past year of commit activity
    Python 605 MIT 136 14 (1 issue needs help) 6 Updated Sep 20, 2024
  • catlog Public

    Gradient estimation of discrete probabilistic models with the CatLog-Derivative trick

    ML-KULeuven/catlog’s past year of commit activity
    Jupyter Notebook 4 Apache-2.0 1 0 0 Updated Sep 18, 2024
  • ocus-explain Public

    Efficient Explaining CSPs with Unsatisfiable Subset Optimization

    ML-KULeuven/ocus-explain’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Sep 8, 2024
  • locomotif Public

    LoCoMotif is a time series motif discovery method that discovers variable-length motif sets in multivariate time series using time warping

    ML-KULeuven/locomotif’s past year of commit activity
    Jupyter Notebook 16 MIT 1 0 0 Updated Sep 5, 2024
  • deepstochlog-lm Public

    Repository for NeSy2024 paper Valid Text-to-SQL Generation with Unification-based DeepStochLog

    ML-KULeuven/deepstochlog-lm’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Aug 25, 2024
  • SADAL Public

    SADAL : Semi-supervised Anomaly Detector combining Active learning and Learning to reject

    ML-KULeuven/SADAL’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Aug 21, 2024
  • CoWC Public

    CoWC is a compression algorithm for Probabilistic logic theories based on frequent itemset mining

    ML-KULeuven/CoWC’s past year of commit activity
    Python 0 0 0 0 Updated Aug 16, 2024
  • deepproblog Public

    DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.

    ML-KULeuven/deepproblog’s past year of commit activity
    Python 184 Apache-2.0 48 0 0 Updated Aug 9, 2024
  • un-xPass Public

    Measuring soccer player's creativity

    ML-KULeuven/un-xPass’s past year of commit activity
    Jupyter Notebook 31 4 0 0 Updated Jul 17, 2024
  • SAR-PU Public

    Beyond the Selected Completely At Random Assumption for Learning from Positive and Unlabeled Data

    ML-KULeuven/SAR-PU’s past year of commit activity
    Jupyter Notebook 32 MIT 3 2 0 Updated Jun 25, 2024