astroinformatics

There are 4 repositories under astroinformatics topic.

tallamjr / astronet
Efficient Deep Learning for Real-time Classification of Astronomical Transients and Multivariate Time-series
astroinformatics time-series transformers deep-learning deep-compression depthwise-separable-convolutions real-time tflite efficient-deep-learning time-series-classification
Language:Jupyter Notebook 14
RvSpectML.jl
RvSpectML / RvSpectML.jl
Better Radial velocities from Stellar Spectroscopy via Machine Learning
astrostatistics exoplanets radial-velocities astroinformatics stellar-variability spectra time-series-analysis
Language:Julia 10
hfarias / mask_galaxy
Morphological segmentation of Galaxies
astroinformatics astronomy computer-vision mask-rcnn
Language:Jupyter Notebook 9
kinoshitadaisuke / ncu_astroinformatics_202209
The repository for the course "Astroinformatics" offered at Institute of Astronomy, National Central University, from Sep/2022 to Jan/2023.
astronomy python astropy matplotlib numpy scipy astroinformatics
Language:Python 9
phuijse / courses_notebooks
Jupyter notebooks for the EL4106 "Computational Intelligence" and AS4501 "Astroinformatics" courses at Universidad de Chile
machine-learning computational-intelligence astroinformatics
Language:Jupyter Notebook 4
AnnikaLindh / DBNTensorFlow
TensorFlow implementations of a Restricted Boltzmann Machine and an unsupervised Deep Belief Network, including unsupervised fine-tuning of the Deep Belief Network.
deep-belief-network astronomy sdss tensorflow paper-implementations research machine-learning astroinformatics random-forest-classifier multiclass-classification
Language:Python 3
allam-labs / astroinformatics.xyz
Open source book on "All things Astroinformatics"
book astroinformatics big-data data-engineering data-science
Language:Shell 1
jorge-barrio / computer-engineering-thesis
The aim of this Bachelor's degree final thesis is to investigate the basics of Deep Learning and to dig into the neuronal networks in order to apply them to the morphological classification of distant galaxies according to their visual appearance and the detention of these galaxies' edges. For it, I used Python language along with the Deep Learning fastai and PyTorch library.
deep-learning pytorch fastai bachelor-thesis astronomy hubble candels astroinformatics neural-networks
Language:Jupyter Notebook 1
sevenstarknight / SSMM
Variable Star Signature Classification using Slotted Symbolic Markov Modeling
astroinformatics astronomy astrostatistics machine-learning
Language:MATLAB 1
sidchaini / Improving-Feature-Extraction-RESSPECT
A repository outlining the different feature extraction methods we explored in a summer internship in 2021 for RESSPECT.
astronomy astrophysics astroinformatics time-domain-astronomy
Language:Jupyter Notebook 1
sidchaini / LightCurveDistanceClassification
This repository contains all the code (in the form of Jupyter Notebooks) to reproduce the results in our paper, "Light Curve Classification with DistClassiPy: a new distance-based classifier"
astroinformatics astronomy astrostatistics light-curves machine-learning variable-stars
Language:Jupyter Notebook 1
GOTHIC
anuwu / GOTHIC
Double Nuclei Galaxy Finder from SDSS. Check https://arxiv.org/abs/2011.12177
sdss astronomy astrophysics astroinformatics image-processing image-classification rare-object-detection
Language:Python 0
RvSpectML / NeidSolarScripts.jl
Scripts for analyzing NEID Sun-as-a-star observations using RVSpectML
solar spectra time-series-analysis radial-velocities astrostatistics astroinformatics stellar-variability
Language:Julia 0
sevenstarknight / LINEARSupervisedClassification
The initial analysis of LINEAR data using supervised classification methods.
astroinformatics astrostatistics machine machine-learning supervised-classification-methods
Language:R 0
sevenstarknight / OCDetector
O'Connell Effect Detector using Push-Pull Learning
astroinformatics astronomy astrostatistics machine
Language:MATLAB 0
Giut0 / NASA-NEO-Project
Final project for Data Mining course (Uniba)
astroinformatics astronomy astrophysics cost-sensitive-learning datamining datascience imbalanced-data imbalanced-learning machine-learning nasa resampling
Language:Jupyter Notebook
ilmimris / redshift-dnn-thesis-mris
A repository code of my undergraduate thesis work entitled "Penggunaan DNN dalam pengukuran pergeseran merah fotometrik menggunakan citra galaksi: Studi Awal"
deep-neural-networks convolutional-neural-networks photometric redshift galaxy astroinformatics
rrovetto / Astronomical-Environment-Ontology
An ontology representing the outer space environment.
astroinformatics astronomy space
rrovetto / The-Space-Weather-Ontology
An ontology representing the domain of space weather
astronomy astroinformatics space spaceweather space-weather space-weather-database
tallamjr / __blog
*The AstroInformatic*
blog astroinformatics research-software-engineering
Language:HTML

astroinformatics

tallamjr / astronet

RvSpectML / RvSpectML.jl

hfarias / mask_galaxy

kinoshitadaisuke / ncu_astroinformatics_202209

phuijse / courses_notebooks

AnnikaLindh / DBNTensorFlow

allam-labs / astroinformatics.xyz

jorge-barrio / computer-engineering-thesis

sevenstarknight / SSMM

sidchaini / Improving-Feature-Extraction-RESSPECT

sidchaini / LightCurveDistanceClassification

anuwu / GOTHIC

RvSpectML / NeidSolarScripts.jl

sevenstarknight / LINEARSupervisedClassification

sevenstarknight / OCDetector

Giut0 / NASA-NEO-Project

ilmimris / redshift-dnn-thesis-mris

rrovetto / Astronomical-Environment-Ontology

rrovetto / The-Space-Weather-Ontology

tallamjr / __blog