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feat: add Kaplinghat SIDM cored NFW profile
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Lines changed: 735 additions & 77 deletions

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‎autogalaxy/config/priors/mass/dark/kaplinghat.yaml‎

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KaplinghatCoredNFWSph:
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centre_0:
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type: Gaussian
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mean: 0.0
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sigma: 0.1
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width_modifier:
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type: Absolute
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value: 0.05
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limits:
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lower: -inf
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upper: inf
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centre_1:
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type: Gaussian
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mean: 0.0
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sigma: 0.1
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width_modifier:
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type: Absolute
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value: 0.05
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limits:
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lower: -inf
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upper: inf
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kappa_s:
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type: Uniform
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lower_limit: 0.0
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upper_limit: 1.0
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width_modifier:
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type: Relative
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value: 0.2
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limits:
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lower: 0.0
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upper: inf
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scale_radius:
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type: Uniform
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lower_limit: 0.0
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upper_limit: 30.0
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width_modifier:
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type: Relative
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value: 0.2
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limits:
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lower: 0.0
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upper: inf
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sigma_over_m:
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type: Uniform
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lower_limit: 0.0
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upper_limit: 10.0
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width_modifier:
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type: Relative
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value: 0.5
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limits:
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lower: 0.0
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upper: inf
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t_age:
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type: Uniform
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lower_limit: 0.0
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upper_limit: 13.8
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width_modifier:
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type: Relative
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value: 0.2
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limits:
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lower: 0.0
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upper: inf
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interaction_radius:
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type: Uniform
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lower_limit: 0.0
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upper_limit: 30.0
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width_modifier:
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type: Relative
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value: 0.2
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limits:
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lower: 0.0
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upper: inf

‎autogalaxy/config/priors/mass/dark/kaplinghat_mcr.yaml‎

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KaplinghatCoredNFWMCRLudlowSph:
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centre_0:
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type: Gaussian
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mean: 0.0
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sigma: 0.1
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width_modifier:
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type: Absolute
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value: 0.05
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limits:
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lower: -inf
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upper: inf
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centre_1:
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type: Gaussian
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mean: 0.0
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sigma: 0.1
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width_modifier:
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type: Absolute
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value: 0.05
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limits:
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lower: -inf
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upper: inf
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mass_at_200:
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type: LogUniform
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lower_limit: 100000000.0
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upper_limit: 1000000000000000.0
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width_modifier:
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type: Relative
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value: 0.5
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limits:
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lower: 0.0
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upper: inf
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sigma_over_m:
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type: Uniform
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lower_limit: 0.0
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upper_limit: 10.0
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width_modifier:
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type: Relative
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value: 0.5
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limits:
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lower: 0.0
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upper: inf
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t_age:
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type: Uniform
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lower_limit: 0.0
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upper_limit: 13.8
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width_modifier:
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type: Relative
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value: 0.2
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limits:
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lower: 0.0
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upper: inf
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redshift_object:
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type: Uniform
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lower_limit: 0.0
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upper_limit: 1.0
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width_modifier:
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type: Relative
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value: 0.5
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limits:
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lower: 0.0
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upper: inf
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redshift_source:
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type: Uniform
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lower_limit: 0.0
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upper_limit: 1.0
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width_modifier:
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type: Relative
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value: 0.5
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limits:
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lower: 0.0
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upper: inf

‎autogalaxy/profiles/mass/__init__.py‎

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from .abstract.abstract import MassProfile
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from .abstract.mge import MGEDecomposer
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from .point import PointMass, SMBH, SMBHBinary
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from .total import (
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dPIEMass,
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dPIEMassSph,
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PIEMass,
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dPIEPotential,
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dPIEPotentialSph,
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PowerLawCore,
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PowerLawCoreSph,
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PowerLawBroken,
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PowerLawBrokenSph,
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PowerLawMultipole,
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IsothermalCore,
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IsothermalCoreSph,
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PowerLaw,
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PowerLawSph,
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Isothermal,
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IsothermalSph,
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)
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from .dark import (
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gNFW,
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gNFWSph,
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gNFWVirialMassConcSph,
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gNFWVirialMassgNFWConcSph,
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NFWTruncatedSph,
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NFWTruncatedMCRDuffySph,
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NFWTruncatedMCRLudlowSph,
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NFWTruncatedMCRScatterLudlowSph,
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NFW,
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NFWSph,
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NFWMCRDuffySph,
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NFWMCRLudlowSph,
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NFWMCRScatterLudlow,
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NFWMCRScatterLudlowSph,
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NFWMCRLudlow,
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gNFWMCRLudlow,
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NFWVirialMassConcSph,
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cNFW,
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cNFWSph,
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cNFWMCRLudlow,
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cNFWMCRLudlowSph,
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cNFWMCRScatterLudlow,
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cNFWMCRScatterLudlowSph,
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)
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from .stellar import (
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Gaussian,
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GaussianGradient,
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Sersic,
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SersicSph,
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Exponential,
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ExponentialSph,
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DevVaucouleurs,
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DevVaucouleursSph,
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SersicCore,
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SersicCoreSph,
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SersicGradient,
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SersicGradientSph,
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Chameleon,
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ChameleonSph,
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)
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from .sheets import ExternalPotential, ExternalShear, MassSheet
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from .abstract.abstract import MassProfile
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from .abstract.mge import MGEDecomposer
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from .point import PointMass, SMBH, SMBHBinary
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from .total import (
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dPIEMass,
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dPIEMassSph,
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PIEMass,
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dPIEPotential,
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dPIEPotentialSph,
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PowerLawCore,
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PowerLawCoreSph,
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PowerLawBroken,
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PowerLawBrokenSph,
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PowerLawMultipole,
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IsothermalCore,
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IsothermalCoreSph,
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PowerLaw,
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PowerLawSph,
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Isothermal,
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IsothermalSph,
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)
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from .dark import (
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gNFW,
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gNFWSph,
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gNFWVirialMassConcSph,
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gNFWVirialMassgNFWConcSph,
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NFWTruncatedSph,
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NFWTruncatedMCRDuffySph,
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NFWTruncatedMCRLudlowSph,
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NFWTruncatedMCRScatterLudlowSph,
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NFW,
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NFWSph,
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NFWMCRDuffySph,
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NFWMCRLudlowSph,
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NFWMCRScatterLudlow,
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NFWMCRScatterLudlowSph,
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NFWMCRLudlow,
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gNFWMCRLudlow,
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NFWVirialMassConcSph,
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cNFW,
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cNFWSph,
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cNFWMCRLudlow,
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cNFWMCRLudlowSph,
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cNFWMCRScatterLudlow,
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cNFWMCRScatterLudlowSph,
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KaplinghatCoredNFWSph,
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KaplinghatCoredNFWMCRLudlowSph,
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)
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from .stellar import (
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Gaussian,
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GaussianGradient,
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Sersic,
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SersicSph,
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Exponential,
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ExponentialSph,
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DevVaucouleurs,
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DevVaucouleursSph,
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SersicCore,
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SersicCoreSph,
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SersicGradient,
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SersicGradientSph,
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Chameleon,
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ChameleonSph,
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)
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from .sheets import ExternalPotential, ExternalShear, MassSheet

‎autogalaxy/profiles/mass/dark/__init__.py‎

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from .gnfw import gNFW, gNFWSph
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from .gnfw_mcr import gNFWMCRLudlow
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from .gnfw_virial_mass_conc import gNFWVirialMassConcSph
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from .gnfw_virial_mass_gnfw_conc import gNFWVirialMassgNFWConcSph
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from .nfw import NFW, NFWSph
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from .nfw_mcr import NFWMCRLudlowSph, NFWMCRDuffySph, NFWMCRLudlow
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from .nfw_mcr_scatter import NFWMCRScatterLudlow, NFWMCRScatterLudlowSph
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from .nfw_truncated import NFWTruncatedSph
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from .nfw_truncated_mcr import NFWTruncatedMCRLudlowSph, NFWTruncatedMCRDuffySph
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from .nfw_truncated_mcr_scatter import NFWTruncatedMCRScatterLudlowSph
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from .nfw_virial_mass_conc import NFWVirialMassConcSph
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from .cnfw import cNFW, cNFWSph
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from .cnfw_mcr import cNFWMCRLudlow, cNFWMCRLudlowSph
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from .cnfw_mcr_scatter import cNFWMCRScatterLudlow, cNFWMCRScatterLudlowSph
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from .gnfw import gNFW, gNFWSph
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from .gnfw_mcr import gNFWMCRLudlow
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from .gnfw_virial_mass_conc import gNFWVirialMassConcSph
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from .gnfw_virial_mass_gnfw_conc import gNFWVirialMassgNFWConcSph
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from .nfw import NFW, NFWSph
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from .nfw_mcr import NFWMCRLudlowSph, NFWMCRDuffySph, NFWMCRLudlow
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from .nfw_mcr_scatter import NFWMCRScatterLudlow, NFWMCRScatterLudlowSph
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from .nfw_truncated import NFWTruncatedSph
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from .nfw_truncated_mcr import NFWTruncatedMCRLudlowSph, NFWTruncatedMCRDuffySph
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from .nfw_truncated_mcr_scatter import NFWTruncatedMCRScatterLudlowSph
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from .nfw_virial_mass_conc import NFWVirialMassConcSph
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from .cnfw import cNFW, cNFWSph
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from .cnfw_mcr import cNFWMCRLudlow, cNFWMCRLudlowSph
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from .cnfw_mcr_scatter import cNFWMCRScatterLudlow, cNFWMCRScatterLudlowSph
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from .kaplinghat import KaplinghatCoredNFWSph
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from .kaplinghat_mcr import KaplinghatCoredNFWMCRLudlowSph

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