GitHub topics: astroinformatics
KhushiRajurkar/Exoplanet-Habitability-Prediction-Model
Predicts whether an exoplanet is habitable using ML. Handles class imbalance with ADASYN, tests multiple models, and saves the best one. Includes confusion matrices, ROC curves, and a clean Jupyter notebook
Language: Jupyter Notebook - Size: 7.69 MB - Last synced at: 6 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0
tallamjr/astronet
Efficient Deep Learning for Real-time Classification of Astronomical Transients and Multivariate Time-series
Language: Jupyter Notebook - Size: 623 MB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 15 - Forks: 3
francesca025/Astroinformatics
Coursework written for: Astroinformatics – Astrostatistics and Machine Learning in Astronomy, MASS course offered at the University of Belgrade
Language: Jupyter Notebook - Size: 8.12 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
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"
Language: Jupyter Notebook - Size: 171 MB - Last synced at: 10 days ago - Pushed at: 5 months ago - Stars: 2 - Forks: 2
arcturuscodez/Spectral-Calibration-Software
This software is developed to process and calibrate spectral data, specifically astrophysical maser emission data.
Language: Python - Size: 33.2 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
RvSpectML/NeidSolarScripts.jl
Scripts for analyzing NEID Sun-as-a-star observations using RVSpectML
Language: Julia - Size: 452 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1
kinoshitadaisuke/ncu_astroinformatics_202209
The repository for the course "Astroinformatics" offered at Institute of Astronomy, National Central University, from Sep/2022 to Jan/2023.
Language: Python - Size: 102 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 9 - Forks: 1
allam-labs/astroinformatics.xyz
Open source book on "All things Astroinformatics"
Language: Shell - Size: 29 MB - Last synced at: 12 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0
RvSpectML/RvSpectML.jl
Better Radial velocities from Stellar Spectroscopy via Machine Learning
Language: Julia - Size: 2.8 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 3
Giut0/NASA-NEO-Project
Final project for Data Mining course (Uniba)
Language: Jupyter Notebook - Size: 25.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
anuwu/GOTHIC
Double Nuclei Galaxy Finder from SDSS. Check https://arxiv.org/abs/2011.12177
Language: Python - Size: 3.19 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
AnnikaLindh/DBNTensorFlow
TensorFlow implementations of a Restricted Boltzmann Machine and an unsupervised Deep Belief Network, including unsupervised fine-tuning of the Deep Belief Network.
Language: Python - Size: 43.9 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 1
hfarias/mask_galaxy
Morphological segmentation of Galaxies
Language: Jupyter Notebook - Size: 5.44 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 0
phuijse/courses_notebooks
Jupyter notebooks for the EL4106 "Computational Intelligence" and AS4501 "Astroinformatics" courses at Universidad de Chile
Language: Jupyter Notebook - Size: 6.63 MB - Last synced at: 10 days ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 2
rrovetto/The-Space-Weather-Ontology
An ontology representing the domain of space weather
Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
rrovetto/Astronomical-Environment-Ontology
An ontology representing the outer space environment.
Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
sevenstarknight/SSMM
Variable Star Signature Classification using Slotted Symbolic Markov Modeling
Language: MATLAB - Size: 8.6 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0
sevenstarknight/OCDetector
O'Connell Effect Detector using Push-Pull Learning
Language: MATLAB - Size: 2.78 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
tallamjr/__blog
*The AstroInformatic*
Language: HTML - Size: 19.2 MB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
jorge-barrio/tfg
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.
Language: Jupyter Notebook - Size: 288 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
sidchaini/Improving-Feature-Extraction-RESSPECT
A repository outlining the different feature extraction methods we explored in a summer internship in 2021 for RESSPECT.
Language: Jupyter Notebook - Size: 165 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
sevenstarknight/LINEARSupervisedClassification
The initial analysis of LINEAR data using supervised classification methods.
Language: R - Size: 20 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
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"
Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
