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26 search results found

Skyportal ⭐ 82

Collaborative platform for time-domain astronomy

Machinelearningstatistics ⭐ 54

Machine learning and statistics for physicists

Astronomical ⭐ 47

An interactive dashboard for visualisation, integration and classification of data using Active Learning.

feATURE eXTRACTOR FOR tIME sERIES

pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation

MiraPy: A Python package for Deep Learning in Astronomy

Astrodash ⭐ 30

Deep learning for the automated spectral classification of supernovae

Anki_science ⭐ 22

Anki decks for physics, astronomy, computer science, machine learning, and statistics.

Interpretable Machine Learning for astronomical spectroscopy in PyTorch and JAX

Machine Learning ⭐ 19

Machine Learning in Astronomy

A GAN for the generation of mock astronomical surveys

Galevo23 Tutorials ⭐ 16

Tutorials for the KITP Galevo23 program

Starclass ⭐ 15

Stellar Classification

Awesome Astrodata ⭐ 14

Awesome list for astronomy data and resources for self-learning

Uw Astr598 W18 ⭐ 13

ASTR 598: Astro-statistics and Machine Learning

Astroddpm ⭐ 12

A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thing.

Magic Microlensing ⭐ 10

MAGIC: Microlensing Analysis Guided by Intelligent Computation. A PyTorch framework for automatic analysis of realistic microlensing light curves.

Spherical_kde ⭐ 9

Kernel density estimation on a sphere

Materials for the Yale AstroML discussions

Course Astroml Hackdays Eth Seminars ⭐ 8

This repository contains the material for the Machine Learning and Astrophysics Hack Days.

Convolutional Interactive Artificial Neural Networks by/for Astrophysicists

Cherenkovdeconvolution.jl ⭐ 7

Deconvolution algorithms popular in Cherenkov astronomy

Pix2Prof: extracting sequential galaxy data with a language model

Cloudynight ⭐ 6

Code and example data repository for Mommert (2020): Cloud Identification from All-sky Camera Data with Machine Learning

Reading_group2017 ⭐ 5

The Recommender Engine for Intelligent Transient Tracking

Stellar Atmospheric Parameters - Machine Learning

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