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@MethodsOfMachineLearning Methods of Machine Learning Group Tübingen

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    8 repositories

    • luno

      Public
      LUNO: Linearized Predictive Uncertainty in Neural Operators
      uncertainty-quantificationgaussian-processesbayesian-neural-networks
      uncertainty-quantificationgaussian-processesbayesian-neural-networksbayesian-deep-learningneural-operatorsfourier-neural-operators
      Python
      •
      MIT License
      •2•6•0•0•Updated Feb 10, 2026Feb 10, 2026

    • backpack

      Public
      BACKpropagation PACKage - A backpack for PyTorch that extends the backward pass of feedforward networks to compute quantities beyond the gradient
      Python
      •
      MIT License
      •57•1•0•0•Updated Jun 16, 2021Jun 16, 2021

    • DeepOBS

      Public
      DeepOBS: A Deep Learning Optimizer Benchmark Suite
      Python
      •
      MIT License
      •38•1•0•0•Updated Nov 7, 2019Nov 7, 2019

    • msvag

      Public
      TensorFlow implementation of (Momentum) Stochastic Variance-Adapted Gradient.
      Python
      •
      Apache License 2.0
      •2•2•0•0•Updated Mar 26, 2018Mar 26, 2018

    • probabilistic_line_search

      Public
      Probabilistic line search algorithm for stochastic optimization with a TensorFlow interface.
      Python
      •
      Apache License 2.0
      •2•21•1•0•Updated Jul 27, 2017Jul 27, 2017

    • pfos

      Public
      Probabilistic Filtering ODE Solver
      MATLAB
      •
      Apache License 2.0
      •2•0•0•0•Updated May 16, 2017May 16, 2017

    • entropy-search

      Public
      Entropy Search for Information-Efficient Global Optimization - JMLR v13
      C++
      •
      Other
      •7•30•0•0•Updated Apr 25, 2017Apr 25, 2017

    • cabs

      Public
      Tensorflow implementation of SGD with Coupled Adaptive Batch Size (CABS)
      Python
      •
      Apache License 2.0
      •13•44•0•0•Updated Feb 28, 2017Feb 28, 2017
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