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Ivan Milic's Projects

2dnlte icon 2dnlte

a generic 2d nlte code used to calculate simple academic examples

2lvl_nlte icon 2lvl_nlte

A simple, pedagogical code that can be used to solve 2lvl atom scattering problem and calculate contribution and response functions.

cnnlte icon cnnlte

mimicking spectropolarimetric inversions using convolutional neural networks

collage icon collage

various notebooks and similar for collage course

depp_coeff_plp icon depp_coeff_plp

Pipeline for calculating spectra and departure coefficients in 1.5D using lightweaver

dkist_workshop_4 icon dkist_workshop_4

Set of python codes for chromosperic diagnostics to be used at 4th DKIST workshop

dkist_workshop_5 icon dkist_workshop_5

Set of codes and exercises for the DKIST workshop on Helium spectropolarimetry!

dme icon dme

*Double* Milne Eddington modeling and fitting for the intensity in spectral lines. With Paras Sachar

exercise_spectroscopy icon exercise_spectroscopy

A simple wavelength calibration and velocity measurement exercise, using a spectroscopic scan obtained at DST

forward_synth icon forward_synth

A simple forward synthesis neural network. Written in pytorch and made after @aasensios pythorch skeleton

hazel_rout icon hazel_rout

small python routines to invert spectra using hazel

hinode_scripts icon hinode_scripts

Set of super simple python scripts for assembling HINODE spectra into datacubes

ias_matf icon ias_matf

Materials for the course on the interpretation of Astronomical Spectra at the University of Belgrade - in Serbian

ibis_dnn icon ibis_dnn

A dnn for inverting ibis data a la StIC

invertall icon invertall

toy model inversion without physical parameters

monash_workshop icon monash_workshop

notebooks and slides for DNN inversion lecture at monash ML workshop

nlte_workshop_2023 icon nlte_workshop_2023

Github hosting various interesting things for the Porto NLTE workshop happening 4-6 September 2023.

opa22 icon opa22

Materijali za kurs Odabranih Poglavlja Astronomije za skolsku 2022/23 god

psc_ast_1 icon psc_ast_1

Spektralne linije vezbica za polaznike ast 1

rfs icon rfs

Various prototypes for response functions

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