mickypaganini

GAN_tutorial

Vanilla GAN and WGAN implementations in PyTorch on the FashionMNIST dataset

mickypaganini.github.io

HEP-ML-Resources

Listing of useful learning resources for machine learning applications in high energy physics (HEPML)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-Deep-Learning

Deep Learning (with PyTorch)

RNNIP

Convolutional and Recurrent Architectures for Impact Parameter Tagging

SSI2016-jet-clustering

Improving jet clustering using different unsupervised learning algorithms

tutorials

1tagRNN

RNN to select the best jet in a sequence

btagging

Various collections of scripts for useful b-tagging applications in ATLAS (CERN).

CS545

Data Mining, Yale University, Fall 2014

Datasauri.github.io

jet-generation

Dockerized Jet Image generation 💥

loss-landscape

Code for visualizing the loss landscape of neural nets

mctuning

mlbnn

Matt LeBlanc Trains a Neural Network

susy_rpv

Computer Vision techniques for SUSY RPV analysis

56_Hbbyy

A search for di-Higgs production with ATLAS.

Athena-retagging-setup

Setting up Athena with retagging in b-tagging-only framework in one go.

bbyy_jet_classifier

Classifier to determine which jet-pairs to use for analysis

cernstudygroup.github.io

everware

Everware is about re-useable science, it allows people to jump right in to your research code.

lwtnn

light NN client

notebooks

Interesting IPython Notebooks

pluris

A pluri-stream, deep-learning solution for ATLAS flavor tagging

tensorflow

Computation using data flow graphs for scalable machine learning

YaleATLAS

Utility functions I often use in ATLAS (CERN)