Spec2VecWithML

Machine Learning Project, mixing old repositories in one projects:

• specSimulator : capable to create simulate pairs of Spectrum / Spectrogram for multiple observatory and multiple parameters
  • Old repository : https://github.com/AngeloLF/SpecSimulator
• models : containt some ML models (CNNs, ViTs, AE ...) to predict a spectrum from a spectrogram
  • Old repository : https://github.com/AngeloLF/Spec2vecModels
• applies : for apply ML models (and Spectractor)
  • Old repository : https://github.com/AngeloLF/Spec2vecAnalyse
• analyses : for analyse ML models (and Spectractor)
  • Old repository : https://github.com/AngeloLF/Spec2vecAnalyse
• extractAtmos : for extract atmosphere parameters from predicted spectrum by ML models (and Spectractor)
  • Old repository : https://github.com/AngeloLF/ExtractAtmos
• jobsAndBots : for create batch with ccin2p3 and create bot (Telegram and Discord)
  • Old repository : https://github.com/AngeloLF/TeleBot_Perso

This repo containt also a folder Spectractor. It's a modified version of original algo here :

• https://github.com/LSSTDESC/Spectractor