astrostatistics

There are 3 repositories under astrostatistics topic.

• dgerosa / astrostatistics_bicocca_2023

  Astrostatistics and Machine Learning class for the MSc degree in Astrophysics at the University of Milan-Bicocca (Italy)

  machine-learningpythondata-miningcoursestatisticsastrophysicsastrostatisticsgravitational-wavesbayesian-inferencedata-sciencemachine-learning-algorithms
  Language:Jupyter Notebook 42

• dgerosa / astrostatistics_bicocca_2022

  Astrostatistics class for the MSc degree in Astrophysics at the University of Milan-Bicocca (Italy)

  astrostatisticsmachine-learningastrophysicsgravitational-wavesdata-miningpythonstatisticscourse
  Language:Jupyter Notebook 38

• handley-lab / fgivenx

  Functional Posterior Plotter

  bayesian-inferenceastrostatisticsastrophysicscosmologystatisticsmatplotlibplotting
  Language:Python 20

• dgerosa / astrostatistics_bicocca_2024

  Astrostatistics and Machine Learning class for the MSc degree in Astrophysics at the University of Milan-Bicocca (Italy)

  astrophysicsastrostatisticsbayesian-inferencecoursedata-miningdata-scigravitational-wavesmachine-learningpythonstatistics
  Language:Jupyter Notebook 18

• fcastagna / JoXSZ

  Joint X-ray and SZ data fitting code for galaxy clusters in Python

  pythonastrostatisticsmcmcgalaxy-clusters
  Language:Python 10
• RvSpectML.jl

  RvSpectML / RvSpectML.jl

  Better Radial velocities from Stellar Spectroscopy via Machine Learning

  astrostatisticsexoplanetsradial-velocitiesastroinformaticsstellar-variabilityspectratime-series-analysis
  Language:Julia 10

• changhoonhahn / pySpectrum

  python package to measure power spectrum and bispectrum

  cosmologyastrostatistics
  Language:Jupyter Notebook 8

• mvidela31 / BinaryStars

  An efficient Python implementation for Bayesian inference in binary stars based on Stan.

  bayesian-inferencebinary-starsmarkov-chain-monte-carlono-u-turn-samplerastrostatisticsstan
  Language:Stan 5
• Scalpels.jl

  RvSpectML / Scalpels.jl

  Scalpels algorithm

  exoplanetsradial-velocitiesspetroscopytime-series-analysisastrostatisticscross-correlation-function
  Language:Julia 4

• JiguangLi / Blaze_Function

  Python Implementation of Blaze Function

  astrostatistics
  Language:HTML 3
• EchelleCCFs.jl

  RvSpectML / EchelleCCFs.jl

  Computes Cross Correlation Functions (CCFs) with RvSpectML

  exoplanetsradial-velocitiesspectroscopytime-series-analysisastrostatisticscross-correlation-function
  Language:Julia 3

• bkataru / Physics-IA

  Programs and files written for Astrostatistics for IB Physics IA. Topic: Visualizing and analyzing the habitable zones for 150,000 stars from the hipparcos catalogue.

  data-visualizationdata-analysisdata-sciencematplotlibplottingastrophysicsastronomical-algorithmsastronomyastrostatistics
  Language:Python 2

• aaroncnb / SpinnyDust

  astronomyastrophysicsastrostatisticslatexpython
  Language:Jupyter Notebook 1

• JohannesBuchner / presentations

  Research presentations on Astronomy and Astrostatistics

  presentation-slidesastronomyastrostatisticsstatisticsastrophysicsresearch
  Language:Python 1
• RvSpectMLBase.jl

  RvSpectML / RvSpectMLBase.jl

  Base package to be imported by other members of RvSpectML ecosystem

  exoplanetsradial-velocitiesspectroscopytime-series-analysisastrostatistics
  Language:Julia 1

• sevenstarknight / SSMM

  Variable Star Signature Classification using Slotted Symbolic Markov Modeling

  astroinformaticsastronomyastrostatisticsmachine-learning
  Language:MATLAB 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"

  astroinformaticsastronomyastrostatisticslight-curvesmachine-learningvariable-stars
  Language:Jupyter Notebook 1

• AndyTza / astr_598

  Astrostatistics & ML for ASTR 598

  astrostatisticsastronomymllsst
  0

• ASGChicago / ASGChicago.github.io

  ASG Chicago website

  astrostatistics-study-groupmentorshipastrostatisticsrr-ladies
  Language:HTML 0

• kvmu / lightcurve-classification

  Lightcurve Classification for Periodically Varying Stars (SAMSI Undergraduate Workshop Project)

  random-forestastrostatisticsclassification-treeslightcurve-classificationstar
  Language:R 0

• kwlin0 / toltecsimulations

  This repository contains the documentation and archived code to create TolTEC simulated maps using the SIDES catalog (Bethermin et al. 2017) and the source extraction algorithm used for analyzing these maps.

  image-processingastrostatisticsastronomy-astrophysics
  Language:Python 0

• moews / moews.github.io

  Personal homepage

  cosmologyastrophysicsastronomyastrostatisticsstatisticsmachine-learning
  Language:CSS 0

• Raghuram-Veeramallu / Area-distribution-of-Sunspots

  Project aims at modeling the size distribution of sunspots greater than 60 millionths of a solar hemisphere (MSH) using a truncated log-normal distribution.

  astrostatisticsbayesian-statisticspymcpythonsunspots
  Language:Jupyter Notebook 0
• EchelleInstruments.jl

  RvSpectML / EchelleInstruments.jl

  Instrument-speciifc code for RvSpectML

  exoplanetsradial-velocitiesspectroscopytime-series-analysiastrostatisticsspectrograph
  Language:Julia 0
• Experimental.jl

  RvSpectML / Experimental.jl

  Repo for RvSpectML code still in the experimental stage

  exoplanetsradial-velocitiesspectroscopytime-series-analysisastrostatisticsexperimental
  Language:Julia 0

• RvSpectML / NeidSolarScripts.jl

  Scripts for analyzing NEID Sun-as-a-star observations using RVSpectML

  solarspectratime-series-analysisradial-velocitiesastrostatisticsastroinformaticsstellar-variability
  Language:Julia 0

• RvSpectML / RvSpectML-Overview

  README for RvSpectML project

  exoplanetsspectroscopytime-series-analysisastrostatisticsradial-velocitiesdocumentation
  Language:Julia 0
• RvSpectMLPlots.jl

  RvSpectML / RvSpectMLPlots.jl

  Plotting functions/scripts for use with RvSpectML

  exoplanetsspectroscopytime-series-analysisastrostatisticsvisualizationradial-velocitiespluto-notebooks
  Language:Julia 0

• sevenstarknight / LINEARSupervisedClassification

  The initial analysis of LINEAR data using supervised classification methods.

  astroinformaticsastrostatisticsmachinemachine-learningsupervised-classification-methods
  Language:R 0

• sevenstarknight / OCDetector

  O'Connell Effect Detector using Push-Pull Learning

  astroinformaticsastronomyastrostatisticsmachine
  Language:MATLAB 0

• bkataru / physics-E.E

  Project Repository for IB physics extended essay

  astrostatisticsphysicsastronomyastronomical-algorithmsastrophotographyastrometryastronomical-imagesregression-analysismodelingdata-sciencedata-analysisdata-visualizationpolynomial-regression
  Language:Python

• mhw32 / persistent-homology

  Statistically Quantifying Difference in the Observable Universe under Warm and Cold Dark Matter Assumptions

  persistent-homologyastrostatisticshypothesis-testingsimulation
  Language:Jupyter Notebook

• Raghuram-Veeramallu / NGC5053-Binarystar-Fraction

  Project aims to determine the binary star fraction in the Globular Cluster NGC 5053 using data from 66 stars observed over three years using bayesian statistical inference.

  astrostatisticsbayesian-statistics
  Language:Jupyter Notebook

• Raghuram-Veeramallu / Type1aSNae-HubblesConstantEstimation

  Project aims to estimate Hubble's constant by performing a linear regression analysis of redshifts and distances of Type Ia supernovae within a redshift of 0.1

  astrostatisticsbayesian-statistics
  Language:Jupyter Notebook