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Vichayanun Wachirapusitanand's Projects

combineharvester icon combineharvester

CMSSW package for the creation, editing and analysis of combine datacards and workspaces

deep-rl-class icon deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

fourtopnaod icon fourtopnaod

UC Riverside Four Top Analysis in NanoAOD format (2016 validation, 2017 and 2018 data analysis)

fourtops_keras icon fourtops_keras

Code used in generating dataset for four tops ML training with keras

githats icon githats

Example repository for the Git/GitHub HATS @ LPC

jpsi-ml-classifier icon jpsi-ml-classifier

Machine-learning-based system mimicking the student's decision in Particle Analysis lab activity.

ml4dqm-dc icon ml4dqm-dc

collection of python notebooks for ML4DQM-DC studies

mlplayground icon mlplayground

Web application for collaborating to build ML models for Tracker DQM/DC

mlreadinglist icon mlreadinglist

Vichayanun's Super Awesome Machine Learning and Neural Network Reading List Yayyyyyyy

monosub icon monosub

Simple CLI to help decipher monoalphabetic ciphers

nanoaod-tools icon nanoaod-tools

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

osdl-ml icon osdl-ml

Machine learning training code for four top quark production search in opposite-sign dilepton channel

plot_harmonizer icon plot_harmonizer

Plotting script accepting easy YAML inputs, designed for TOP-21-005

tdr-style icon tdr-style

macros defining the official plotting style

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