Lea Goetz's repositories
two-player-ai
Java framework to implement and experiment with various two-player-game tree search algorithms
applications
Application projects that use Shogun
docs
Readmes of the Shogun Machine Learning Toolbox
genesis
GENESIS (short for GEneral NEural SImulation System) is a (legacy) general purpose simulation platform that was developed to support the simulation of neural systems ranging from subcellular components and biochemical reactions to complex models of single neurons, simulations of large networks, and systems-level models.
selected-projects
Selected AI/ML/Data Science Projects, e.g. Latent Linear Models (Python/Stan/TensorFlow), Shogun Health Data Project, Human Freedom Index Analysis and more
invertible-resnet
Official Code for Invertible Residual Networks
loss-landscapes
Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch
machine_learning_course
Material for the lab-session of the "Intro to ML" course at UCL.
travis-broken-example
An example that will cause a build failure
TrustScore
To Trust Or Not To Trust A Classifier. A measure of uncertainty for any trained (possibly black-box) classifier which is more effective than the classifier's own implied confidence (e.g. softmax probability for a neural network).
UCL_IntroductionToMachineLearning_DimensionalityReduction
Tutorial material for UCL's Introduction To Machine Learning course
up-for-grabs.net
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