CAMELS Simulation Notes

The set of codes written here to analyze the Total Star Formation Rate & Luminosity Functions to constrain Cosmological & Astrophysical Parameters in the CAMELS simulations. 🐫

A bunch of data & codes I wrote to read & analyze the data.

Name		Name	Last commit message	Last commit date
Latest commit History 262 Commits
Exercise Files		Exercise Files
__pycache__		__pycache__
docs		docs
rustyfiles		rustyfiles
.DS_Store		.DS_Store
1PITNGdata.txt		1PITNGdata.txt
1PSFRSIMBA.ipynb		1PSFRSIMBA.ipynb
1PSIMBAdata.txt		1PSIMBAdata.txt
1P_IllustrisTNG.ipynb		1P_IllustrisTNG.ipynb
1P_ParametersITNG.ipynb		1P_ParametersITNG.ipynb
1P_ParametersSIMBA.ipynb		1P_ParametersSIMBA.ipynb
1P_SIMBA.ipynb		1P_SIMBA.ipynb
1P_SIMBAParameters.ipynb		1P_SIMBAParameters.ipynb
2PLatest.ipynb		2PLatest.ipynb
2PMCITNG.ipynb		2PMCITNG.ipynb
2p-new-MCMCobs.png		2p-new-MCMCobs.png
2p-new-MCMCrecov.png		2p-new-MCMCrecov.png
3MCMCnew.ipynb		3MCMCnew.ipynb
3PITNGEmulator.ipynb		3PITNGEmulator.ipynb
3PLRITNG.ipynb		3PLRITNG.ipynb
3PLRSIMBA.ipynb		3PLRSIMBA.ipynb
3PMCITNG-obs.ipynb		3PMCITNG-obs.ipynb
3PMCITNG.ipynb		3PMCITNG.ipynb
3PMLPRITNG.ipynb		3PMLPRITNG.ipynb
3PMLPRSIMBA.ipynb		3PMLPRSIMBA.ipynb
3PSIMBAEmulator.ipynb		3PSIMBAEmulator.ipynb
3PsfrMCMC.ipynb		3PsfrMCMC.ipynb
3sfrMCMC.ipynb		3sfrMCMC.ipynb
55-66.jpg		55-66.jpg
CVITNGdata.txt		CVITNGdata.txt
CV_ParametersITNG.ipynb		CV_ParametersITNG.ipynb
HalfRadMet.npy		HalfRadMet.npy
ITNGEmulator.joblib		ITNGEmulator.joblib
LFreg.joblib		LFreg.joblib
LH_SIMBA.txt		LH_SIMBA.txt
LH_TNG.txt		LH_TNG.txt
LHtSFR.ipynb		LHtSFR.ipynb
Latest.ipynb		Latest.ipynb
Log2PITNGEmulator.ipynb		Log2PITNGEmulator.ipynb
Log3PITNGEmulator.ipynb		Log3PITNGEmulator.ipynb
Log3PSIMBAEmulator.ipynb		Log3PSIMBAEmulator.ipynb
Log6PITNGEmulator.ipynb		Log6PITNGEmulator.ipynb
MCMCnew.ipynb		MCMCnew.ipynb
MLsfrITNG.ipynb		MLsfrITNG.ipynb
MaxRadMet.npy		MaxRadMet.npy
Metallicity-Check.ipynb		Metallicity-Check.ipynb
Nion.ipynb		Nion.ipynb
Pipfile		Pipfile
Pipfile.lock		Pipfile.lock
README.md		README.md
Rion.ipynb		Rion.ipynb
SFR & Met.ipynb		SFR & Met.ipynb
SFR1.ipynb		SFR1.ipynb
SFRreg.joblib		SFRreg.joblib
SIMBAITNGCross_Test.ipynb		SIMBAITNGCross_Test.ipynb
SIMBA_1Pdata.npy		SIMBA_1Pdata.npy
SchechterITNG.ipynb		SchechterITNG.ipynb
SchechterSIMBA.ipynb		SchechterSIMBA.ipynb
Untitled.ipynb		Untitled.ipynb
arrSFR.npy		arrSFR.npy
compare true to prediction.png		compare true to prediction.png
emceePractice.ipynb		emceePractice.ipynb
flat.py		flat.py
gasMetSFR.npy		gasMetSFR.npy
gasMetSFRW.npy		gasMetSFRW.npy
gasMetallicity.npy		gasMetallicity.npy
jupyterhub-proxy.pid		jupyterhub-proxy.pid
jupyterhub.sqlite		jupyterhub.sqlite
jupyterhub_cookie_secret		jupyterhub_cookie_secret
latest.py		latest.py
latest1P.ipynb		latest1P.ipynb
latest1p.py		latest1p.py
lm.txt		lm.txt
logITNGEmulator.joblib		logITNGEmulator.joblib
metEmcee.ipynb		metEmcee.ipynb
metEmulator.ipynb		metEmulator.ipynb
metEmulator.joblib		metEmulator.joblib
mydata.npy		mydata.npy
new-MCMCobs-test.png		new-MCMCobs-test.png
new-MCMCobs.png		new-MCMCobs.png
new-MCMCrecov.png		new-MCMCrecov.png
new3PMCITNG.ipynb		new3PMCITNG.ipynb
newLog2PITNGEmulator.ipynb		newLog2PITNGEmulator.ipynb
obs-new3PMCITNG.ipynb		obs-new3PMCITNG.ipynb
obs3PMCITNG.ipynb		obs3PMCITNG.ipynb
obsCVITNG.ipynb		obsCVITNG.ipynb
obsCVITNGnew.npy		obsCVITNGnew.npy
obsCVSIMBA.ipynb		obsCVSIMBA.ipynb
obsCVSIMBAnew.npy		obsCVSIMBAnew.npy
obsITNGnew.npy		obsITNGnew.npy
obsLHITNGnew.npy		obsLHITNGnew.npy
rm.sh		rm.sh
sfr.txt		sfr.txt
sfr1P.ipynb		sfr1P.ipynb
sfr3PEm.ipynb		sfr3PEm.ipynb
sfrCV.ipynb		sfrCV.ipynb
sfrCVITNG.ipynb		sfrCVITNG.ipynb
sfrCVITNGnew.npy		sfrCVITNGnew.npy
sfrCVSIMBA.ipynb		sfrCVSIMBA.ipynb
sfrCVSIMBAnew.npy		sfrCVSIMBAnew.npy

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