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Rahul Sharma's Projects

astronn icon astronn

Deep Learning for Astronomers with Tensorflow

cashew icon cashew

The code of the CASHeW framework for analyzing coronal waves

deepem icon deepem

Demonstrating a Deep Learning Approach for DEM Inversion

demreg icon demreg

Calculate the Differential Emission Measure (DEM) from solar data using regularised inversion.

flca icon flca

Fourier local correlation alignment (FLCA) is an efficient method for aligning images based on the [FLCT](http://solarmuri.ssl.berkeley.edu/overview/publicdownloads/software.html). The latter is a method for performing local correlation tracking. FLCA can calculate the local corretion of two images pixel by pixel, and the final shift-X and shift-Y are gained as the median values of those from the middle region (60%). The code has the advantages of being precise, fast, user friendly, and open.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

licplot icon licplot

Line integral convolution for visualizing vector fields

noise2self icon noise2self

A framework for blind denoising with self-supervision.

pydave4vm icon pydave4vm

This is a working version in python of the dave4vm software that was originally written in IDL

solar-coronal-inversion icon solar-coronal-inversion

This is the main repository for the CLEDB code distribution. CLEDB is utilized to infer vector coronal magnetic fields in the solar corona.

stic icon stic

The Stockholm inversion code

sunkit-sst icon sunkit-sst

YEAH..........THE NAME IS WIERD.................ALSO THERE ARE NO GHOSTS

sunpy icon sunpy

SunPy - Python for solar physics

zdipy icon zdipy

A code for Doppler Imaging and Zeeman Doppler Imaging, for reconstructing stellar surface features from time series observations.

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