Methods of Machine Learning Group Tübingen

Methods of Machine Learning Group Tübingen's repositories

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

Language:PythonApache-2.043 7 1

Entropy Search for Information-Efficient Global Optimization - JMLR v13

Language:C++NOASSERTION25 5 4

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

Language:PythonApache-2.022 7 1

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

Language:PythonApache-2.02 40

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

Language:PythonMIT1 10

DeepOBS: A Deep Learning Optimizer Benchmark Suite

Language:PythonMIT1 30

Probabilistic Filtering ODE Solver

Language:MATLABApache-2.0040