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@ProbabilisticNumerics

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)

Popular repositories

  1. cabs Public

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

    Python 42 12

  2. Entropy Search for Information-Efficient Global Optimization - JMLR v13

    C++ 21 5

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

    Python 20 2

  4. msvag Public

    Forked from lballes/msvag

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

    Python 2

  5. DeepOBS Public

    Forked from fsschneider/DeepOBS

    DeepOBS: A Deep Learning Optimizer Benchmark Suite

    Python 1

  6. pfos Public

    Forked from MPI-IS/pfos

    Probabilistic Filtering ODE Solver

    MATLAB 1

Repositories

  • backpack Public

    BACKpropagation PACKage - A backpack for PyTorch that extends the backward pass of feedforward networks to compute quantities beyond the gradient

    Python 0 MIT 42 0 0 Updated Jun 16, 2021
  • DeepOBS Public

    DeepOBS: A Deep Learning Optimizer Benchmark Suite

    Python 1 MIT 34 0 0 Updated Nov 7, 2019
  • msvag Public

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

    Python 2 Apache-2.0 2 0 0 Updated Mar 26, 2018
  • probabilistic_line_search Public

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

    Python 20 Apache-2.0 2 1 0 Updated Jul 27, 2017
  • pfos Public

    Probabilistic Filtering ODE Solver

    MATLAB 0 Apache-2.0 2 0 0 Updated May 16, 2017
  • entropy-search Public

    Entropy Search for Information-Efficient Global Optimization - JMLR v13

    C++ 21 5 0 0 Updated Apr 25, 2017
  • cabs Public

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

    Python 42 Apache-2.0 12 0 0 Updated Feb 28, 2017

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