Johann Brehmer (johannbrehmer)

johannbrehmer

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Company:Center for Data Science, New York University

Location:New York

Home Page:johannbrehmer.de

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Johann Brehmer's repositories

manifold-flow

Manifold-learning flows (ℳ-flows)

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simulator-mining-example

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

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higgs_inference

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

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pointers

Things that make me feel productive

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ginkgo-rl

Reinforcement learning for clustering in Ginkgo

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goldmine

Mining gold from various simulators for better likelihood-free inference

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rl-6-nimmt

Solving the card game 6 nimmt! with reinforcement learning

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slides

Collection of slides

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phd_thesis

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

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PySR

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

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awkde

Adaptive Width KDE with Gaussian Kernels

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carl

Likelihood-free inference toolbox.

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iris-hep.github.io

Institute for Research and Innovation in Software for High Energy Physics

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madminer

An inference toolkit for LHC measurements

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mining-for-substructure-lens

Inference of substructure properties in strong lensing systems.

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nflows

Normalizing flows in PyTorch

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paper-inferno

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

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recnn

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

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stylegan2

StyleGAN2 - Official TensorFlow Implementation

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