Pantelis Kontaxakis's repositories
unsupervised-search
Unsupervised Machine Learning Based Approach to a Model Agnostic Search
FCCAnalyses_local
FCC Physics Analyses using RDataFrame
cmgtools-lite
CMGTools as a subsystem, not as a CMSSW overlay
Workspace
Workspace
sherpa
Hyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.
TagProbeSF
tag and probe
paper-learning-to-pivot
Repository for the paper "Learning to Pivot with Adversarial Networks"
cmg-cmssw
CERN CMG Tools repository. Installation instructions available on the twiki:
mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow.
adversarial
Tools for training and evaluating adversarially trained neural networks for de-correlated jet tagging
genproductions
Generator fragments for MC production
HEP-ML-Resources
Listing of useful learning resources for machine learning applications in high energy physics (HEPML)
notes
Random personal notes. Like post-it's randomly scattered over your desk.
NNTools
Lightweight framework for data preprocessing and NN training
cmssw
CMS Offline Software
GitHATS
Example repository for the Git/GitHub HATS @ LPC
AdversarialSubstructure
(DEPRECATED) Construct optimal, mass-independent combination of jet substructure variables using adversarial neural networks.
rootpy-tutorials
rootpy tutorials