Nikos Karastathis's repositories
ask-my-pdf
A RAG application using local LLM to answer questions given a PDF.
beamCal
A module for beam parameter calculations at (HL-)collisions
BeamParameterEvo
Evolution of parameters during (HL-)LHC collision process
cl2pd
A simple package to convert CERN Logging information (using pytimber/CALS, mat-files, massi-files, TFS-files...) in to pandas dataframes.
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
DataFrames.jl
Library for working with tabular data in Julia
datasharing
The Leek group guide to data sharing
genki-study-resources
A collection of exercises for practicing what is taught in Genki: An Integrated Course in Elementary Japanese.
kibana
Your window into the Elastic Stack
LuminosityCalculationJL
A Julia script to calculate luminosity & pileup
MG5quadme
Re-weighting tool based on Madgraph5
mlbook
Example code for the Wiley book "Machine Learning - Hands On for Developers and Technical Professionals"
nkarastABPLegacy
Some sample notebooks from my CERN ABP years for reference for the future generations.
notebooks
Some notebooks to publish
NTUADAQ
Back-end/Front-end for data taking software reading Gassiplex electronics from VME-housed modules
plotSLOCSY
Visualise WinCC time-series and serialise the data in ROOT file
pytimber
Python Wrapping of CALS API
ScanSix
Collection of scripts for multiparametric scans with MADX & SixTrack using the SixDesk environment and SixDB
sklearn_tutorial
Materials for my scikit-learn tutorial
Snippets
Various code snippets
WWTheoryUncertainties
Framework to extract WW theory uncertainties on the BDT score