High-impact Scientific Software in Astronomy and its creators - data

N-body 21cmFAST ares piXedfit satmc freddi firefly release prospector dustmaps two-pop-py DIRTY dustrt POLARIS Mol3D lensinggw GWFrames synthlisa einsteinpy afterglowpy pycbc COSMIC gwsurrogate spops COMPAS BlackHolesDarkDress GalacticDNSMass healpy relxill CCBH-Numerics PLAN SubGen TRINITY emerge dense basis bagpipes starfish FAST GOTHIC AGNfitter pahfit classic milkywayproject triggering uvotpy rmclean beast pdrtpy C2-Ray1D sphray itera javelin mcfost ramses LBLRTM NICOLE gCMCRT SpectralRadex TEA krome GR1D nudec BSM hermes Braneworld-extra-dimensions DarkSirensStat axionCAMB phosim release hmf gravsphere halomod Pinocchio yt halotools HBTplus HBT mcluster CosmoGraphNet zCluster dsdeproj mcmc tools baolab Pangloss cjam DiskFit Kalkayotl photoParallax guacho gaia tools mangadap crowdsource pyHIIexplorerV2 pyMCZ SCOUSE gidget cprops radlite exocross Starfish wobble indexf iSpec bolometric-corrections xwavecal FilFinder ARTES thai trilogy code ExoCAM petitRADTRANS platon CHIMERA ler wolensing lenstronomy glafic2 hierArc cluster-lensing RelicFast bihalofit cpp excalibuhr Magnification bias estimation in galaxy surveys random-quintessence BCemu Revolver cosmoxi2d HMcode pncbc-eftofpng music q-e fastpm COLAcode cubep3m nemo celmech hfof nemo dynamite ndspmhd fargo3d inversebeta amuse Castro tpi Athena-Cversion Iseult EBTEL magnetar underworld2 galpy eddy THOR DiskJockey mesa BASTA WD models sedkit TheCannon tellrv M -M KSME spiderman special species grapus ATES-Code chemcomp MAH exopop bem TTVFaster magic-microlensing microlensing triplelens LensPop caustics mining-for-substructure-lens phazap plancklens so noise models pybird cmb-multipole vectors flask harmonic NaMaster bingo cbird montepython public FAST-PT class public hi class public fftw3 Corrfunc CppTransport PyTransport rf CUTE PolynomialRoots.jl TROVE MultiModeCode grasp CosmoTransitions gyre amrvac Nyx Disco gasoline gizmo-public faiss talys hyper.fit nway gala codes GLS qnm aims FAMED DIAMONDS reboundx Cheetah AltaiPony secularmultiple FBEYE serval photodynam systemic2 barycorr EXOFASTv2 sbpy trades TTVFast epos ExoplanetsSysSim.jl ECCSAMPLES lollipop hh0 cmbeasy BornRaytrace pyselfi comb cosmosis bianchi pysersic connect public mst clustering hdbscan The-wiZZ eazy-photoz pyMannKendall libprofit celerite2 celerite pcat CRPropa2 armadillo-gmm CRPropa3 delphes NPTFit sixte geant4 CarpetX Montage nbodykit seaborn starjava 21cmFAST q3c CMasher TheHammer ChiantiPy JHelioviewer-SWHV ast SolarAxionFlux opt einsum vast gprotation upsilon gatspy artis carma pack starry vartools HeatingRate SIPK2 everest kepler-robovetter ketu EphemMatch TAP PyTransit batman nessai DNest4 MultiNest corner.py tensiometer fgivenx MCSpearman 2dbat arviz cdetools fitScalingRelation TaylorSeries.jl MLZ aspic numpyro astroNN astroscrappy DeepMoon winnet LyaCoLoRe SYSNet pal Cuba.jl pyimfit QuickSip asurv period04-public threeML Obit astroquery astropy starlink zap slitlessutils gPhoton autobox uvmcmcfit Telluric-Fitter OsirisDRP HSIM HiFLEx IRACpm unicorn PACMAN nemesispy APOLLO dynesty kalepy Skye PRISM stellar-locus-regression lrgs py-sdm astrocats ActSNClass cat-puma astronomaly feets astroCV morpheus DeepShadows AstroVaDEr-Public statmorph Aegean fastjet legacypipe t-phot-v2.0 stpsf GalSim miriad astrometry.net iraf swarp wsclean matplotlib astroplan marxs apero-drs breads exoTEDRF Eureka PandExo JexoSim sntd QUB-SNID-Templates tardis supernovae avocado truvot parsnip astrorapid CHIPS MOSFiT tkp autophot finufft rfpipe aoflagger astro-accelerate SpS blobcat astrosource resolve SARA-PPD meqtrees runDM CLASS LVDM dmcalc SPEGID stingray TempoNest PsrPopPy RRATtrap “cosmology” halos space large bias clustering scales cmb simulations model cosmic scale spectrum redshift cosmological lensing power galaxy halo dark matter “data reduction pipelines” algorithms high survey time telescope learning algorithm based library imaging sources processing reduction images astronomical image pipeline radio analysis data “exoplanets” model candidates k2 system earth stars orbital curve exoplanets tess systems transiting planetary kepler exoplanet curves light transit planet planets “hydrodynamic simulations” models present available simulation grid radiation general order codes mesh time relativistic method hydrodynamics particle body equations simulations numerical code “radiative transfer spectra simulation” fitting temperature transmission synthetic atmospheres code absorption model observations resolution spectrum atmospheric molecular transfer radiative lines emission spectral spectra line “statistical inference” algorithm method probability distributions estimation markov chain mcmc models parameters carlo monte model nested parameter likelihood posterior inference sampling bayesian “galaxies” masses radius properties disc population age distribution dust models clusters evolution model cluster formation galaxy stars star galaxies stellar mass