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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++ 27 7

  3. probabilistic_line_search probabilistic_line_search Public

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

    Python 22 2

  4. msvag msvag Public

    Forked from lballes/msvag

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

    Python 2

  5. DeepOBS DeepOBS Public

    Forked from fsschneider/DeepOBS

    DeepOBS: A Deep Learning Optimizer Benchmark Suite

    Python 1

  6. backpack backpack Public

    Forked from f-dangel/backpack

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

    Python 1

Repositories

Showing 7 of 7 repositories
  • backpack Public Forked from f-dangel/backpack

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

    MethodsOfMachineLearning/backpack’s past year of commit activity
    Python 1 MIT 55 0 0 Updated Jun 16, 2021
  • DeepOBS Public Forked from fsschneider/DeepOBS

    DeepOBS: A Deep Learning Optimizer Benchmark Suite

    MethodsOfMachineLearning/DeepOBS’s past year of commit activity
    Python 1 MIT 34 0 0 Updated Nov 7, 2019
  • msvag Public Forked from lballes/msvag

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

    MethodsOfMachineLearning/msvag’s past year of commit activity
    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.

    MethodsOfMachineLearning/probabilistic_line_search’s past year of commit activity
    Python 22 Apache-2.0 2 1 0 Updated Jul 27, 2017
  • pfos Public Forked from MPI-IS/pfos

    Probabilistic Filtering ODE Solver

    MethodsOfMachineLearning/pfos’s past year of commit activity
    MATLAB 0 Apache-2.0 2 0 0 Updated May 16, 2017
  • entropy-search Public

    Entropy Search for Information-Efficient Global Optimization - JMLR v13

    MethodsOfMachineLearning/entropy-search’s past year of commit activity
    C++ 27 7 0 0 Updated Apr 25, 2017
  • cabs Public

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

    MethodsOfMachineLearning/cabs’s past year of commit activity
    Python 43 Apache-2.0 13 0 0 Updated Feb 28, 2017

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