mbobra / machine-learning-with-solar-data
Predict solar eruptions using data from the NASA Solar Dynamics Observatory together with machine learning methods
☆32Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for machine-learning-with-solar-data
- A base package for multi-dimensional contiguous and non-contiguous coordinate-aware arrays.☆44Updated this week
- A package for computing differential emission measures using multiple methods with a common API☆11Updated last week
- 2024 PyHC Summer School Materials☆18Updated 5 months ago
- Under Development A package for solar X-ray spectroscopy☆22Updated this week
- A Python library for obtaining, processing and interacting with calibrated DKIST data.☆25Updated last week
- ☆11Updated 4 months ago
- STIX data analysis in python☆17Updated this week
- A SunPy-affiliated package which provides tools to analyze data from spectral data from any solar mission.☆20Updated last week
- Demonstrating a Deep Learning Approach for DEM Inversion☆22Updated 3 years ago
- A book about machine learning, statistics, and data mining for heliophysics☆70Updated 4 months ago
- Calculate the Differential Emission Measure (DEM) from solar data using regularised inversion.☆18Updated 6 months ago
- Repository for EMToolKit project for computing Solar Differential Emission Measures in Python☆16Updated last month
- Extrapolation framework for Solar Magnetic Fields☆10Updated 4 years ago
- DeepVel☆15Updated 7 years ago
- PyThea is an open-source software package to perform coronal mass ejection (CME) and shock wave 3D reconstruction using multi-viewpoint r…☆24Updated last month
- Solar Orbiter 8 Workshop Data Analysis Tutorials from Sept 2022☆31Updated 2 years ago
- A curated list of datasets, tools and papers for machine learning in heliophysics.☆25Updated 2 years ago
- stixdcpy is a python package that facilitates access and analysis of STIX data.☆12Updated 8 months ago
- A SunPy-affiliated package for solar instrument-specific tools.☆11Updated this week
- Documents and policies regarding the Astropy Project as a whole.☆36Updated this week
- Python interface to the CHIANTI atomic database☆21Updated last month
- Integrate SSW into your Python workflows☆13Updated last month
- This is a working version in python of the dave4vm software that was originally written in IDL☆12Updated 4 years ago
- Hazel v2.0: synthesis and inversion of Stokes profiles caused by the joint action of atomic level polarization and the Hanle and Zeeman e…☆21Updated 2 weeks ago
- Source code of the suncasa——CASA-based Python package for reducing, analyzing, and visualizing solar dynamic spectroscopic imaging data a…☆18Updated 3 weeks ago
- A python package for using SPICE kernels with astropy coordinates☆18Updated last year
- Potential Field Source Surface model in a spherical shell, using finite differences.☆19Updated 2 months ago
- Potential Field Source Surface model package for Python☆41Updated last year
- The Solar MAgnetic Connection Haus (Solar-MACH) tool is a multi-spacecraft longitudinal configuration plotter☆16Updated this week
- ☆12Updated 2 weeks ago