Johann Brehmer

manifold-flow. Manifold-learning flows (ℳ-flows)

simulator-mining-example. Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free inference"

higgs_inference. Code repository for the paper "Constraining Effective Field Theories with Machine Learning"

rl-6-nimmt. Solving the card game 6 nimmt! with reinforcement learning

pointers. Things that make me feel productive

ginkgo-rl. Reinforcement learning for clustering in Ginkgo

goldmine. Mining gold from various simulators for better likelihood-free inference

slides. Collection of slides

lorentz-gatr. Python

PySR. Simple, fast, and parallelized symbolic regression in Python/Julia via regularized evolution and simulated annealing

weakly-supervised-causal-representation-learning. Python

phd_thesis. My PhD thesis on "New Ideas for Effective Higgs Measurements", defended 2017

geometric-algebra-transformer. Python