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1d_gaussian_gan

Training GANs to generate 1D Gaussians from 1D latent space

b2g-long-exercise

B2G long exercise for the CMSDAS

boostedwscalefactorproducer

Code to estimate scale factors for W-taggers in a semileptonic ttbar sample based on a simultaneous fit of pass and fail samples.

bstartotw_cmsdas2020

caloimagemacros

Necessary macros to read and pre-process data, and iteratively feed data to neural networks. Also included are some of the model topologies, and functions to scan over and test performance of varying topologies for purpose of single-particle identification

cmssw

CMS Offline Software

cookbook-2nd-code

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

deep-learning-notes

Experiments with Deep Learning

ethz-thesis

LaTeX template for a PhD thesis at ETH Zurich

githats

Example repository for the Git/GitHub HATS @ LPC

hepaccelerate

Accelerate HEP analysis on arrays

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

invertible-neural-networks

Tutorials for invertible neural networks.

iresnet

Non official pytorch implementation of i-Resnet, invertible residual networks.

jet-learning_reed-thesis

Macros used for my senior year thesis at Reed on using Deep Learning for identifying and reconstructing jets at HEP experiments

jetobservables

jss-unfolding

jssmeasurements

keras-gan-animeface-character

GAN example for Keras. Cuz MNIST is too small and there should be something more realistic.

mlhep-2021-baseline

Baseline for MLHEP 2021 competitions

nanoaod-tools

Tools for working with NanoAOD (requiring only python + root, not CMSSW)

normalizing-flows-tutorial

Tutorial on normalizing flows.

pfnano

NanoAOD framework for testing jet algorithms.

php-plots

PHP based web index for image displaying

real-nvp-pytorch

Real NVP PyTorch a Minimal Working Example

unfolding-hats

Unfolding HATS at the LPC