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@MethodsOfMachineLearning

Methods of Machine Learning Group Tübingen

Software by the Methods of Machine Learning Group at the University of Tübingen (formerly the Probabilistic Numerics Group at the MPI for Intelligent Systems)

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  1. cabs cabs Public

    Tensorflow implementation of SGD with Coupled Adaptive Batch Size (CABS)

    Python 43 13

  2. entropy-search entropy-search Public

    Entropy Search for Information-Efficient Global Optimization - JMLR v13

    C++ 29 7

  3. probabilistic_line_search probabilistic_line_search Public

    Probabilistic line search algorithm for stochastic optimization with a TensorFlow interface.

    Python 22 2

  4. luno luno Public

    LUNO: Linearized Predictive Uncertainty in Neural Operators

    Python 3 1

  5. msvag msvag Public

    Forked from lballes/msvag

    TensorFlow implementation of (Momentum) Stochastic Variance-Adapted Gradient.

    Python 2

  6. DeepOBS DeepOBS Public

    Forked from fsschneider/DeepOBS

    DeepOBS: A Deep Learning Optimizer Benchmark Suite

    Python 1

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