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ai4phys

Hack resources for workshop "AI-driven discovery in physics and astrophysics"

cesm

The Community Earth System Model

chiantipy

ChiantiPy is a python package to calculate the radiative properties of astrophysical plasmas based on the CHIANTI atomic database

deepem

Demonstrating a Deep Learning Approach for DEM Inversion

docs

TensorFlow documentation

earth

a project to visualize global weather conditions

fastai

The fast.ai deep learning library, lessons, and tutorials

fiasco

Python interface to the CHIANTI atomic database

fourier_neural_operator

glmtools

GOES-R Geostationary Lightning Mapper Tools

gpustat

📊 A simple command-line utility for querying and monitoring GPU status

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

heliolectures

helita

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

ipfs-desktop

An unobtrusive and user-friendly desktop application for IPFS on Windows, Mac and Linux.

pmwd

Differentiable Cosmological Forward Model

prysm

physical optics: integrated modeling, phase retrieval, segmented systems, polynomials and fitting, sequential raytracing...

python_codes

Damiens Python Codes for plotting from MURaM, SPARC and MANCHA

rapids

scikit-learn

scikit-learn: machine learning in Python

scintools

Tools for the analysis of pulsar scintillation data

sdoml

Machine Learning Data Set for NASA's Solar Dynamics Observatory

solar-terrestrial

Contains DL LSTMs designed to predict geomagnetic behaviour

stylegan

StyleGAN - Official TensorFlow Implementation

sunpy

SunPy - Python for Solar Physics

sw-irradiance

Code to replicate main results of "A Deep Learning Virtual Instrument for Monitoring Extreme UV Solar Spectral Irradiance" paper.

tensorflow

An Open Source Machine Learning Framework for Everyone

universal_inverse_problem

Examples and code for "Solving linear inverse problems using the prior implicit in a denoiser", Z Kadkhodaie and EP Simoncelli

webbpsf

James Webb Space Telescope PSF simulation tool