Name: Methods of Machine Learning Group Tübingen
Type: Organization
Bio: Software by the Methods of Machine Learning Group at the University of Tübingen (formerly the Probabilistic Numerics Group at the MPI for Intelligent Systems)
Location: Tübingen, Germany
Blog: http://mml.inf.uni-tuebingen.de
Methods of Machine Learning Group Tübingen's Projects
BACKpropagation PACKage - A backpack for PyTorch that extends the backward pass of feedforward networks to compute quantities beyond the gradient
Tensorflow implementation of SGD with Coupled Adaptive Batch Size (CABS)
DeepOBS: A Deep Learning Optimizer Benchmark Suite
Entropy Search for Information-Efficient Global Optimization - JMLR v13
TensorFlow implementation of (Momentum) Stochastic Variance-Adapted Gradient.
Probabilistic Filtering ODE Solver
Probabilistic line search algorithm for stochastic optimization with a TensorFlow interface.