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Python implementation of Levenberg-Marquardt algorithm built from scratch using NumPy.
A curated list of datasets, tools and papers for machine learning in heliophysics.
A python package focused on the detection, mapping, tracking, and general analysis of coronal holes in the solar corona.
Tools for reading, processing, and visualising MHD models run by Predictive Science Inc.
2022 PyHC Summer School Materials
Materials for sunpy/aiapy tutorial at LMSAL on October 10, 2019
Access HMI, AIA and MDI data with Python from public JSOC DRMS servers
Heliophysics notebooks corresponding to the SDO ML Dataset
Magnetic flux rope detection & reconstruction based on the extended Grad-Shafranov equation
Useful PyTecplot and Tecplot Macro Scripts.
Open-source Python package for Systematic Evaluation of Climate and Earth System Models
OSEA is an open-source Matlab algorithm that runs various evaluation methods to quantitatively assess the skill of numerical models for forecasting the evolving ambient solar wind in the near-Earth…
A Python library for calculating and displaying the skill of model predictions against observations.
This tutorial will demonstrate how to overplot field lines onto AIA/EIS maps using the Potential Field Source Surface model (PFSS) This tutorial will slowly take you through modelling using PFSS.
The original IDL version of the SWPC_CAT tool was developed by NOAA Space Weather Prediction Center (SWPC). It is the primary tool being used by NOAA SWPC in measuring key parameters of a Coronal M…
This repository provides a python code to infer morphological parameters of Coronal Mass Ejection using Cone model given by Xie et al.,2004.
This repository provides the python-based code for Coronal Mass Ejection(CME) arrival forecast using Drag Based Model(DBM).
Python wrapper around the Helioviewer API.
Tools for LOFAR solar data reduction
This code accompanies the paper "Ensemble Forecasts of Solar Wind Connectivity to 1 Rs using ADAPT-WSA", to be published in the AGU Journal Space Weather in 2023
A highly efficient implementation of Gaussian Processes in PyTorch
Modern Fortran Edition of the Pikaia Genetic Algorithm
Python-based Space Physics Environment Data Analysis Software