pydelt
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Installation
Quick Start Guide
Master the Methods:
Basic Interpolation & Derivatives
Neural Networks & Automatic Differentiation
Multivariate Calculus & Vector Operations
Stochastic Computing & Probabilistic Derivatives
Reference & Help:
Examples
API Reference
Frequently Asked Questions
Changelog
pydelt
Index
Index
B
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C
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D
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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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L
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M
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N
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P
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S
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T
B
BaseInterpolator (class in pydelt.interpolation)
C
calculate_fit_quality() (in module pydelt.interpolation)
curl() (pydelt.tensor_derivatives.TensorDerivatives method)
D
derivative_based_interpolation() (in module pydelt.interpolation)
differentiate() (pydelt.interpolation.BaseInterpolator method)
(pydelt.interpolation.FdaInterpolator method)
(pydelt.interpolation.GllaInterpolator method)
(pydelt.interpolation.LlaInterpolator method)
(pydelt.interpolation.LoessInterpolator method)
(pydelt.interpolation.LowessInterpolator method)
(pydelt.interpolation.NeuralNetworkInterpolator method)
(pydelt.interpolation.SplineInterpolator method)
directional_derivative() (pydelt.tensor_derivatives.TensorDerivatives method)
divergence() (pydelt.tensor_derivatives.TensorDerivatives method)
F
fda() (in module pydelt.derivatives)
fda_interpolation() (in module pydelt.interpolation)
FdaInterpolator (class in pydelt.interpolation)
fit() (pydelt.interpolation.BaseInterpolator method)
(pydelt.interpolation.FdaInterpolator method)
(pydelt.interpolation.GllaInterpolator method)
(pydelt.interpolation.GoldInterpolator method)
(pydelt.interpolation.LlaInterpolator method)
(pydelt.interpolation.LoessInterpolator method)
(pydelt.interpolation.LowessInterpolator method)
(pydelt.interpolation.NeuralNetworkInterpolator method)
(pydelt.interpolation.SplineInterpolator method)
(pydelt.interpolation.TensorFlowModel method)
(pydelt.multivariate.MultivariateDerivatives method)
(pydelt.multivariate.NeuralNetworkMultivariateDerivatives method)
(pydelt.tensor_derivatives.TensorDerivatives method)
forward() (pydelt.interpolation.PyTorchMLP method)
G
get_best_interpolation() (in module pydelt.interpolation)
glla() (in module pydelt.derivatives)
glla_interpolation() (in module pydelt.interpolation)
GllaInterpolator (class in pydelt.interpolation)
gold() (in module pydelt.derivatives)
gold_interpolation() (in module pydelt.interpolation)
GoldInterpolator (class in pydelt.interpolation)
gradient() (pydelt.multivariate.MultivariateDerivatives method)
(pydelt.multivariate.NeuralNetworkMultivariateDerivatives method)
H
hessian() (pydelt.multivariate.MultivariateDerivatives method)
(pydelt.multivariate.NeuralNetworkMultivariateDerivatives method)
I
integrate_derivative() (in module pydelt.integrals)
integrate_derivative_with_error() (in module pydelt.integrals)
J
jacobian() (pydelt.multivariate.MultivariateDerivatives method)
(pydelt.multivariate.NeuralNetworkMultivariateDerivatives method)
L
laplacian() (pydelt.multivariate.MultivariateDerivatives method)
(pydelt.multivariate.NeuralNetworkMultivariateDerivatives method)
lla() (in module pydelt.derivatives)
lla_interpolation() (in module pydelt.interpolation)
LlaInterpolator (class in pydelt.interpolation)
local_segmented_linear() (in module pydelt.interpolation)
loess_interpolation() (in module pydelt.interpolation)
LoessInterpolator (class in pydelt.interpolation)
lowess_interpolation() (in module pydelt.interpolation)
LowessInterpolator (class in pydelt.interpolation)
M
module
pydelt.autodiff
pydelt.derivatives
pydelt.integrals
pydelt.interpolation
pydelt.multivariate
pydelt.tensor_derivatives
MultivariateDerivatives (class in pydelt.multivariate)
N
neural_network_derivative() (in module pydelt.autodiff)
neural_network_interpolation() (in module pydelt.interpolation)
NeuralNetworkInterpolator (class in pydelt.interpolation)
NeuralNetworkMultivariateDerivatives (class in pydelt.multivariate)
P
predict() (pydelt.interpolation.BaseInterpolator method)
(pydelt.interpolation.FdaInterpolator method)
(pydelt.interpolation.GllaInterpolator method)
(pydelt.interpolation.GoldInterpolator method)
(pydelt.interpolation.LlaInterpolator method)
(pydelt.interpolation.LoessInterpolator method)
(pydelt.interpolation.LowessInterpolator method)
(pydelt.interpolation.NeuralNetworkInterpolator method)
(pydelt.interpolation.SplineInterpolator method)
(pydelt.interpolation.TensorFlowModel method)
pydelt.autodiff
module
pydelt.derivatives
module
pydelt.integrals
module
pydelt.interpolation
module
pydelt.multivariate
module
pydelt.tensor_derivatives
module
PyTorchMLP (class in pydelt.interpolation)
S
set_stochastic_link() (pydelt.interpolation.BaseInterpolator method)
spline_interpolation() (in module pydelt.interpolation)
SplineInterpolator (class in pydelt.interpolation)
strain_tensor() (pydelt.tensor_derivatives.TensorDerivatives method)
stress_tensor() (pydelt.tensor_derivatives.TensorDerivatives method)
T
tensor_gradient() (pydelt.tensor_derivatives.TensorDerivatives method)
TensorDerivatives (class in pydelt.tensor_derivatives)
TensorFlowModel (class in pydelt.interpolation)