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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. cabscabsPublic

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

    Python 44 13

  2. entropy-searchentropy-searchPublic

    Entropy Search for Information-Efficient Global Optimization - JMLR v13

    C++ 30 7

  3. probabilistic_line_searchprobabilistic_line_searchPublic

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

    Python 22 2

  4. lunolunoPublic

    LUNO: Linearized Predictive Uncertainty in Neural Operators

    Python 3 2

  5. msvagmsvagPublic

    Forked fromlballes/msvag

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

    Python 2

  6. DeepOBSDeepOBSPublic

    Forked fromfsschneider/DeepOBS

    DeepOBS: A Deep Learning Optimizer Benchmark Suite

    Python 1

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