PyDL

cat-puma

CME Arrival Time Prediction Using Machine learning Algorithms

ASDA

Automated Swirl Detection Algorithms (ASDA)

CME-CNN

CME Arrival Time Prediction Using Convolutional Neural Network

AI-Lecture2

Code for the AI Lecture 2 of SWATNET School 1

pyflct

Python wrapper for FLCT in C and IDL

FastQSL

waipy

This guide includes a Continuous Wavelet Transform (CWT), significance tests from based on Torrence and Compo (1998) and Cross Wavelet Analysis (CWA) based on Maraun and Kurths(2004).

aas-2021-workshop

asda-class

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

DeepEM

Demonstrating a Deep Learning Approach for DEM Inversion

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.

helita

A Python library for solar physics from the Institute of Theoretical Astrophysics, University of Oslo

hissw

Integrate SSW into your Python workflows

jet-stat-movie

Movie files for all events studied in Liu et al. 2019

keras-unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

mapping

Port of IDL mapping routines to Python

MONAMI-to-NDCube

Python codes which will allow you to convert the output of MONAMI into NDCubes

NICOLE

NLTE Stokes Synthesis/Inversion Code

pfsspy

Potential Field Source Surface model package for Python

prappleizer.github.io

This repo contains my introductory python textbook for astronomy students, which covers the basics of learning the language with an emphasis on astronomical applications.

reminder

A simple python reminder

School1

SWATNet - School1: Introduction to Space Weather, November 8-12, 2021

SDOML

solarmach

Python package of the multi-spacecraft longitudinal configuration plotter Solar-MACH

solo8_tutorials

Solar Orbiter 8 Workshop Data Analysis Tutorials

sunkit-image

A image processing toolbox for Solar Physics

wavelets

Torrence & Compo Wavelet Analysis Software