symfit
0.5.1
Introduction
Installation
Tutorial
Fitting Types
Style Guide & Best Practices
Technical Notes
Dependencies and Credits
Examples
Module Documentation
symfit
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Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
_
__call__() (symfit.core.argument.Parameter method)
(symfit.core.models.BaseCallableModel method)
(symfit.core.models.ODEModel method)
(symfit.core.objectives.BaseObjective method)
(symfit.core.objectives.LeastSquares method)
(symfit.core.objectives.LogLikelihood method)
(symfit.core.objectives.MinimizeModel method)
(symfit.core.objectives.VectorLeastSquares method)
(symfit.core.support.deprecated method)
(symfit.core.support.keywordonly method)
__delete__() (symfit.core.support.cached_property method)
__eq__() (symfit.core.argument.Parameter method)
(symfit.core.models.BaseModel method)
(symfit.core.models.BaseNumericalModel method)
(symfit.core.objectives.BaseObjective method)
__get__() (symfit.core.support.cached_property method)
__getattr__() (symfit.core.fit_results.FitResults method)
__getitem__() (symfit.core.models.BaseModel method)
(symfit.core.models.ODEModel method)
__getnewargs__() (symfit.core.minimizers.DummyModel method)
__hash__() (symfit.core.argument.Parameter method)
__init__() (symfit.contrib.interactive_guess.interactive_guess.InteractiveGuess method)
(symfit.contrib.interactive_guess.interactive_guess.InteractiveGuess2D method)
(symfit.contrib.interactive_guess.interactive_guess.Strategy2D method)
(symfit.contrib.interactive_guess.interactive_guess.StrategynD method)
(symfit.core.argument.Argument method)
(symfit.core.argument.Parameter method)
(symfit.core.fit.Fit method)
(symfit.core.fit.TakesData method)
(symfit.core.fit_results.FitResults method)
(symfit.core.minimizers.BaseMinimizer method)
(symfit.core.minimizers.BasinHopping method)
(symfit.core.minimizers.ChainedMinimizer method)
(symfit.core.minimizers.ConstrainedMinimizer method)
(symfit.core.minimizers.GlobalMinimizer method)
(symfit.core.minimizers.GradientMinimizer method)
(symfit.core.minimizers.HessianMinimizer method)
(symfit.core.minimizers.MINPACK method)
(symfit.core.minimizers.ScipyConstrainedMinimize method)
(symfit.core.minimizers.ScipyMinimize method)
(symfit.core.models.BaseModel method)
(symfit.core.models.BaseNumericalModel method)
(symfit.core.models.GradientModel method)
(symfit.core.models.HessianModel method)
(symfit.core.models.ODEModel method)
(symfit.core.objectives.BaseObjective method)
(symfit.core.objectives.MinimizeModel method)
(symfit.core.support.cached_property method)
(symfit.core.support.deprecated method)
(symfit.core.support.keywordonly method)
__iter__() (symfit.core.models.BaseModel method)
(symfit.core.models.ODEModel method)
__len__() (symfit.core.models.BaseModel method)
__neg__() (symfit.core.models.BaseModel method)
(symfit.core.models.BaseNumericalModel method)
(symfit.core.models.ODEModel method)
__new__() (symfit.core.argument.Argument static method)
(symfit.core.argument.Parameter static method)
(symfit.core.minimizers.DummyModel static method)
__repr__() (symfit.core.minimizers.DummyModel method)
__str__() (symfit.contrib.interactive_guess.interactive_guess.InteractiveGuess method)
(symfit.core.fit_results.FitResults method)
(symfit.core.minimizers.ChainedMinimizer method)
(symfit.core.models.BaseModel method)
(symfit.core.models.ODEModel method)
A
Argument (class in symfit.core.argument)
as_constraint() (symfit.core.models.BaseModel class method)
B
BaseCallableModel (class in symfit.core.models)
BaseGradientModel (class in symfit.core.models)
BaseIndependentObjective (class in symfit.core.objectives)
BaseMinimizer (class in symfit.core.minimizers)
BaseModel (class in symfit.core.models)
BaseNumericalModel (class in symfit.core.models)
BaseObjective (class in symfit.core.objectives)
BasinHopping (class in symfit.core.minimizers)
BFGS (class in symfit.core.minimizers)
BivariateGaussian() (in module symfit.distributions)
BoundedMinimizer (class in symfit.core.minimizers)
bounds (symfit.core.models.BaseModel attribute)
C
cached_property (class in symfit.core.support)
call() (in module symfit.core.operators)
CallableModel (class in symfit.core.models)
CallableNumericalModel (class in symfit.core.models)
ChainedMinimizer (class in symfit.core.minimizers)
COBYLA (class in symfit.core.minimizers)
connectivity_mapping (symfit.core.models.BaseModel attribute)
ConstrainedMinimizer (class in symfit.core.minimizers)
covariance() (symfit.core.fit_results.FitResults method)
covariance_matrix() (symfit.core.fit.HasCovarianceMatrix method)
D
data_shapes (symfit.core.fit.TakesData attribute)
dependent_data (symfit.core.fit.TakesData attribute)
(symfit.core.objectives.BaseIndependentObjective attribute)
(symfit.core.objectives.BaseObjective attribute)
deprecated (class in symfit.core.support)
DifferentialEvolution (class in symfit.core.minimizers)
DummyModel (class in symfit.core.minimizers)
E
eval_components() (symfit.core.models.BaseCallableModel method)
(symfit.core.models.ODEModel method)
eval_hessian() (symfit.core.models.HessianModel method)
(symfit.core.objectives.HessianObjective method)
(symfit.core.objectives.HessianObjectiveJacApprox method)
(symfit.core.objectives.LeastSquares method)
(symfit.core.objectives.LogLikelihood method)
(symfit.core.objectives.MinimizeModel method)
eval_jacobian() (symfit.core.models.BaseGradientModel method)
(symfit.core.models.GradientModel method)
(symfit.core.objectives.GradientObjective method)
(symfit.core.objectives.LeastSquares method)
(symfit.core.objectives.LogLikelihood method)
(symfit.core.objectives.MinimizeModel method)
(symfit.core.objectives.VectorLeastSquares method)
execute() (symfit.contrib.interactive_guess.interactive_guess.InteractiveGuess method)
(symfit.core.fit.Fit method)
(symfit.core.minimizers.BaseMinimizer method)
(symfit.core.minimizers.BasinHopping method)
(symfit.core.minimizers.COBYLA method)
(symfit.core.minimizers.ChainedMinimizer method)
(symfit.core.minimizers.DifferentialEvolution method)
(symfit.core.minimizers.MINPACK method)
(symfit.core.minimizers.ScipyBoundedMinimizer method)
(symfit.core.minimizers.ScipyConstrainedMinimize method)
(symfit.core.minimizers.ScipyGradientMinimize method)
(symfit.core.minimizers.ScipyHessianMinimize method)
(symfit.core.minimizers.ScipyMinimize method)
(symfit.core.minimizers.TrustConstr method)
Exp() (in module symfit.distributions)
F
finite_difference() (symfit.core.models.BaseGradientModel method)
Fit (class in symfit.core.fit)
FitResults (class in symfit.core.fit_results)
free_params (symfit.core.models.BaseModel attribute)
function_dict (symfit.core.models.BaseModel attribute)
G
Gaussian() (in module symfit.distributions)
GlobalMinimizer (class in symfit.core.minimizers)
GradientMinimizer (class in symfit.core.minimizers)
GradientModel (class in symfit.core.models)
GradientObjective (class in symfit.core.objectives)
H
HasCovarianceMatrix (class in symfit.core.fit)
hessian (symfit.core.models.HessianModel attribute)
hessian_from_model() (in module symfit.core.models)
HessianMinimizer (class in symfit.core.minimizers)
HessianModel (class in symfit.core.models)
HessianObjective (class in symfit.core.objectives)
HessianObjectiveJacApprox (class in symfit.core.objectives)
I
independent_data (symfit.core.fit.TakesData attribute)
(symfit.core.objectives.BaseObjective attribute)
initial_guesses (symfit.core.fit.TakesData attribute)
InteractiveGuess (class in symfit.contrib.interactive_guess.interactive_guess)
InteractiveGuess2D (class in symfit.contrib.interactive_guess.interactive_guess)
J
jacobian (symfit.core.models.GradientModel attribute)
jacobian() (in module symfit.core.support)
jacobian_from_model() (in module symfit.core.models)
K
key2str() (in module symfit.core.support)
keywordonly (class in symfit.core.support)
L
LBFGSB (class in symfit.core.minimizers)
LeastSquares (class in symfit.core.objectives)
LogLikelihood (class in symfit.core.objectives)
M
method_name() (symfit.core.minimizers.LBFGSB class method)
(symfit.core.minimizers.NelderMead class method)
(symfit.core.minimizers.ScipyMinimize class method)
(symfit.core.minimizers.TrustConstr class method)
MinimizeModel (class in symfit.core.objectives)
MINPACK (class in symfit.core.minimizers)
Model (class in symfit.core.models)
ModelError
N
name() (in module symfit.core.support)
NelderMead (class in symfit.core.minimizers)
numerical_components (symfit.core.models.CallableModel attribute)
numerical_components() (symfit.core.models.BaseCallableModel method)
O
ODEModel (class in symfit.core.models)
ordered_symbols (symfit.core.models.BaseModel attribute)
P
Parameter (class in symfit.core.argument)
parameters() (in module symfit.core.support)
params (symfit.core.minimizers.DummyModel attribute)
plot_data() (symfit.contrib.interactive_guess.interactive_guess.Strategy2D method)
(symfit.contrib.interactive_guess.interactive_guess.StrategynD method)
plot_model() (symfit.contrib.interactive_guess.interactive_guess.Strategy2D method)
(symfit.contrib.interactive_guess.interactive_guess.StrategynD method)
Powell (class in symfit.core.minimizers)
R
r_squared() (in module symfit.core.fit_results)
RequiredKeyword (class in symfit.core.support)
RequiredKeywordError
resize_hess() (symfit.core.minimizers.HessianMinimizer method)
resize_jac() (symfit.core.minimizers.GradientMinimizer method)
S
scipy_constraints() (symfit.core.minimizers.ScipyConstrainedMinimize method)
(symfit.core.minimizers.TrustConstr method)
ScipyBoundedMinimizer (class in symfit.core.minimizers)
ScipyConstrainedMinimize (class in symfit.core.minimizers)
ScipyGradientMinimize (class in symfit.core.minimizers)
ScipyHessianMinimize (class in symfit.core.minimizers)
ScipyMinimize (class in symfit.core.minimizers)
seperate_symbols() (in module symfit.core.support)
shared_parameters (symfit.core.models.BaseModel attribute)
(symfit.core.models.BaseNumericalModel attribute)
sigma_data (symfit.core.fit.TakesData attribute)
(symfit.core.objectives.BaseIndependentObjective attribute)
(symfit.core.objectives.BaseObjective attribute)
SLSQP (class in symfit.core.minimizers)
stdev() (symfit.core.fit_results.FitResults method)
Strategy2D (class in symfit.contrib.interactive_guess.interactive_guess)
StrategynD (class in symfit.contrib.interactive_guess.interactive_guess)
symfit.contrib.interactive_guess.interactive_guess (module)
symfit.core.argument (module)
symfit.core.fit (module)
symfit.core.fit_results (module)
symfit.core.minimizers (module)
symfit.core.models (module)
symfit.core.objectives (module)
symfit.core.operators (module)
symfit.core.printing (module)
symfit.core.support (module)
symfit.distributions (module)
sympy_to_py() (in module symfit.core.support)
sympy_to_scipy() (in module symfit.core.support)
T
TakesData (class in symfit.core.fit)
TrustConstr (class in symfit.core.minimizers)
U
update_plot() (symfit.contrib.interactive_guess.interactive_guess.Strategy2D method)
(symfit.contrib.interactive_guess.interactive_guess.StrategynD method)
V
value() (symfit.core.fit_results.FitResults method)
Variable (class in symfit.core.argument)
variables() (in module symfit.core.support)
variabletuple() (in module symfit.core.models)
variance() (symfit.core.fit_results.FitResults method)
vars (symfit.core.models.BaseModel attribute)
vars_as_functions (symfit.core.models.BaseModel attribute)
VectorLeastSquares (class in symfit.core.objectives)
W
with_dependencies() (symfit.core.models.BaseModel class method)
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