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Sebastian Templ's Projects

alice_itsupgrade icon alice_itsupgrade

Study of low-mass dielectrons in an ITS-upgraded setup of the ALICE experiment at CERN-LHC using machine learning techniques.

dotfiles icon dotfiles

Public part of my personalized dotfiles

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hep-ml-resources icon hep-ml-resources

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

htcondorreporter icon htcondorreporter

Monitor jobs running on CERN's HTCondor infrastructure via a Telegram bot

htcondorsubmit icon htcondorsubmit

Submit any command (or a list of commands) to CERN's HTCondor infrastructure.

l1menu2018 icon l1menu2018

Developments for the L1 Menu for the 2018 data-taking period

ps-tools icon ps-tools

Prescale table tools for L1 Trigger operations in CMS

pyhs100 icon pyhs100

Python Library to control TPLink Switch (HS100 / HS110)

shap icon shap

Explain the output of any machine learning model using expectations and Shapley values.

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