johannbrehmer Goto Github PK

awkde

Adaptive Width KDE with Gaussian Kernels

benchmark

carl

Likelihood-free inference toolbox.

geometric-algebra-transformer

ginkgo-rl

Reinforcement learning for clustering in Ginkgo

goldmine

Mining gold from various simulators for better likelihood-free inference

higgs_inference

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

iris-hep.github.io

Institute for Research and Innovation in Software for High Energy Physics

johannbrehmer.github.io

madminer

An inference toolkit for LHC measurements

manifold-flow

Manifold-learning flows (ℳ-flows)

mining-for-substructure-lens

Inference of substructure properties in strong lensing systems.

nflows

Normalizing flows in PyTorch

paper-inferno

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

phd_thesis

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

pointers

Things that make me feel productive

pysr

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

reclustertreealgorithms

recnn

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

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"

slides

Collection of slides

stylegan2

StyleGAN2 - Official TensorFlow Implementation

toyjetsshower

weakly-supervised-causal-representation-learning

workflow-madminer