johannbrehmer

geometric-algebra-transformer

ginkgo-rl

Reinforcement learning for clustering in Ginkgo

higgs_inference

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

manifold-flow

Manifold-learning flows (ℳ-flows)

pointers

Things that make me feel productive

rl-6-nimmt

Solving the card game 6 nimmt! with reinforcement learning

simulator-mining-example

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

weakly-supervised-causal-representation-learning

madminer

Machine learning–based inference toolkit for particle physics

mining-for-substructure-lens

Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/abs/1909.02005.

johannbrehmer/manifold-flow

Manifold-learning flows (ℳ-flows)

johannbrehmer/simulator-mining-example

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

johannbrehmer/higgs_inference

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

johannbrehmer/pointers

Things that make me feel productive

johannbrehmer/ginkgo-rl

Reinforcement learning for clustering in Ginkgo

johannbrehmer/rl-6-nimmt

Solving the card game 6 nimmt! with reinforcement learning

johannbrehmer/goldmine

Mining gold from various simulators for better likelihood-free inference

johannbrehmer/slides

Collection of slides

johannbrehmer/geometric-algebra-transformer

johannbrehmer/phd_thesis

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

johannbrehmer/PySR

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

johannbrehmer/weakly-supervised-causal-representation-learning

johannbrehmer/awkde

Adaptive Width KDE with Gaussian Kernels

johannbrehmer/benchmark

johannbrehmer/carl

Likelihood-free inference toolbox.

johannbrehmer/iris-hep.github.io

Institute for Research and Innovation in Software for High Energy Physics

johannbrehmer/johannbrehmer.github.io

johannbrehmer/madminer

An inference toolkit for LHC measurements

johannbrehmer/mining-for-substructure-lens

Inference of substructure properties in strong lensing systems.

johannbrehmer/nflows

Normalizing flows in PyTorch

johannbrehmer/paper-inferno

Code and manuscript for the paper "INFERNO: Inference-Aware Neural Optimisation". Automated mirror from CERN GitLab.

johannbrehmer/ReclusterTreeAlgorithms

johannbrehmer/recnn

Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"

johannbrehmer/stylegan2

StyleGAN2 - Official TensorFlow Implementation

johannbrehmer/ToyJetsShower

johannbrehmer/workflow-madminer