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Carlos José Díaz Baso's Projects

3d_sir icon 3d_sir

A synthesis code for the synthesis of LTE lines based on SIR

bayesflows icon bayesflows

Bayesian Stokes inversion with Normalizing flows

classifier icon classifier

Organize files in your directory instantly, by classifying them into different folders

denoiser icon denoiser

Solar image denoising with convolutional neural networks

e2cnn icon e2cnn

E(2)-Equivariant CNNs Library for Pytorch

espd2024 icon espd2024

Machine Learning lecture at the 1st European solar physics division (ESPD) summerschool: Energisation and heating in the solar plasma 29 April - 3 May 2024 Dubrovnik, Croatia

hazel2 icon hazel2

Hazel v2.0: synthesis and inversion of Stokes profiles caused by the joint action of atomic level polarization and the Hanle and Zeeman effects

hazel_refsys icon hazel_refsys

Some indication to choose the reference system in Hazel

helioml icon helioml

A book about machine learning, statistics, and data mining for heliophysics

ispy icon ispy

An Institute for Solar Physics Python repository

lmpymilne icon lmpymilne

LMpyMilne: LMfit Inversion in a Milne-Eddington atmosphere (in python)

milne icon milne

Milne-Eddington synthesis/inversion

mpysir icon mpysir

SIR inversions: MPI implementation with python

nicole icon nicole

NLTE Stokes Synthesis/Inversion Code

pyana icon pyana

Python library for reading ANA files

pydirect icon pydirect

Python wrapper to the DIRECT global optimization algorithm (forked from http://code.google.com/p/pydirect/source/browse)

pysir icon pysir

Python wrapper for the Stokes Inversion based on Response functions code by Ruiz Cobo & del Toro Iniesta (1992)

rh icon rh

Radiative transfer code based on the multi-level approximate lambda iteration formalism of Rybicki & Hummer (1991, 1992). The code solves the combined equations of statistical equilibrium and radiative transfer for multi-level atoms and molecules in a given plasma under general Non-LTE conditions.

rvm icon rvm

Relevance Vector Machine

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