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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++ 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 56 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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