René's URL Explorer Experiment


Title: Base Classes - SPFlow 1.1.0

direct link

Domain: spflow.github.io

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Links:

Skip to contenthttps://spflow.github.io/api/base_modules.html#furo-main-content
SPFlow 1.1.0https://spflow.github.io/index.html
SPFlow 1.1.0 https://spflow.github.io/index.html
Getting Startedhttps://spflow.github.io/getting_started.html
Conceptshttps://spflow.github.io/concepts.html
Guideshttps://spflow.github.io/guides/index.html
User Guidehttps://spflow.github.io/guides/user_guide.html
Developer Guidehttps://spflow.github.io/guides/dev_guide.html
APC MNIST Training Examplehttps://spflow.github.io/guides/apc_mnist_guide.html
Using SPFlow with sklearnhttps://spflow.github.io/guides/sklearn.html
Paper Zoohttps://spflow.github.io/zoo/index.html
Autoencoding Probabilistic Circuits (APC)https://spflow.github.io/zoo/apc.html
Random and Tensorized Sum-Product Networks (RAT-SPN)https://spflow.github.io/zoo/rat_spn.html
Einsum Networks (Einet)https://spflow.github.io/zoo/einet.html
Hidden Chow-Liu Trees (HCLT)https://spflow.github.io/zoo/hclt.html
Convolutional Probabilistic Circuits (ConvPc)https://spflow.github.io/zoo/conv_pc.html
Continuous Mixtures (CMs)https://spflow.github.io/zoo/cms.html
Sum of Compatible Squares (SOCS)https://spflow.github.io/zoo/socs.html
Probabilistic Integral Circuits (PICs)https://spflow.github.io/zoo/pic.html
API Documentationhttps://spflow.github.io/api/index.html
Base Classeshttps://spflow.github.io/api/base_modules.html
Data Structureshttps://spflow.github.io/api/data.html
Module Shapehttps://spflow.github.io/api/module_shape.html
DSL (Example Construction)https://spflow.github.io/api/dsl.html
Sum Moduleshttps://spflow.github.io/api/sums.html
Product Moduleshttps://spflow.github.io/api/products.html
Convolutional Moduleshttps://spflow.github.io/api/conv.html
Leaf Moduleshttps://spflow.github.io/api/leaves.html
Operationshttps://spflow.github.io/api/operations.html
Learning and Traininghttps://spflow.github.io/api/learning.html
Scope Managementhttps://spflow.github.io/api/scope.html
Utilitieshttps://spflow.github.io/api/utilities.html
Measureshttps://spflow.github.io/api/measures.html
Wrapper Moduleshttps://spflow.github.io/api/wrappers.html
Interfaceshttps://spflow.github.io/api/interfaces.html
Exceptionshttps://spflow.github.io/api/exceptions.html
Frequently Asked Questionshttps://spflow.github.io/faq.html
Back to top https://spflow.github.io/api/base_modules.html
View this page https://spflow.github.io/_sources/api/base_modules.rst.txt
https://spflow.github.io/api/base_modules.html#base-classes
https://spflow.github.io/api/base_modules.html#module
[source]https://spflow.github.io/_modules/spflow/modules/module.html#Module
Modulehttps://docs.pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module
ABChttps://docs.python.org/3/library/abc.html#abc.ABC
[source]https://spflow.github.io/_modules/spflow/modules/module.html#Module.__init__
[source]https://spflow.github.io/_modules/spflow/modules/module.html#Module.forward
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
Cachehttps://spflow.github.io/api/utilities.html#spflow.utils.cache.Cache
Nonehttps://docs.python.org/3/library/constants.html#None
[source]https://spflow.github.io/_modules/spflow/modules/module.html#Module.log_likelihood
ValueErrorhttps://docs.python.org/3/library/exceptions.html#ValueError
[source]https://spflow.github.io/_modules/spflow/modules/module.html#Module.marginalize
boolhttps://docs.python.org/3/library/functions.html#bool
ValueErrorhttps://docs.python.org/3/library/exceptions.html#ValueError
[source]https://spflow.github.io/_modules/spflow/modules/module.html#Module.mpe
boolhttps://docs.python.org/3/library/functions.html#bool
ValueErrorhttps://docs.python.org/3/library/exceptions.html#ValueError
[source]https://spflow.github.io/_modules/spflow/modules/module.html#Module.print_structure_stats
strhttps://docs.python.org/3/library/stdtypes.html#str
[source]https://spflow.github.io/_modules/spflow/modules/module.html#Module.probability
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
Cachehttps://spflow.github.io/api/utilities.html#spflow.utils.cache.Cache
Nonehttps://docs.python.org/3/library/constants.html#None
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
[source]https://spflow.github.io/_modules/spflow/modules/module.html#Module.sample
boolhttps://docs.python.org/3/library/functions.html#bool
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Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
tuplehttps://docs.python.org/3/library/stdtypes.html#tuple
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
listhttps://docs.python.org/3/library/stdtypes.html#list
ValueErrorhttps://docs.python.org/3/library/exceptions.html#ValueError
[source]https://spflow.github.io/_modules/spflow/modules/module.html#Module.sample_with_evidence
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
boolhttps://docs.python.org/3/library/functions.html#bool
Cachehttps://spflow.github.io/api/utilities.html#spflow.utils.cache.Cache
Nonehttps://docs.python.org/3/library/constants.html#None
boolhttps://docs.python.org/3/library/functions.html#bool
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
tuplehttps://docs.python.org/3/library/stdtypes.html#tuple
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
listhttps://docs.python.org/3/library/stdtypes.html#list
[source]https://spflow.github.io/_modules/spflow/modules/module.html#Module.to_str
strhttps://docs.python.org/3/library/stdtypes.html#str
inthttps://docs.python.org/3/library/functions.html#int
Nonehttps://docs.python.org/3/library/constants.html#None
boolhttps://docs.python.org/3/library/functions.html#bool
boolhttps://docs.python.org/3/library/functions.html#bool
strhttps://docs.python.org/3/library/stdtypes.html#str
torch.devicehttps://docs.pytorch.org/docs/stable/tensor_attributes.html#torch.device
ndarrayhttps://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray
ModuleShapehttps://spflow.github.io/api/module_shape.html#spflow.modules.module_shape.ModuleShape
ModuleShapehttps://spflow.github.io/api/module_shape.html#spflow.modules.module_shape.ModuleShape
Iterablehttps://docs.python.org/3/library/collections.abc.html#collections.abc.Iterable
ModuleShapehttps://spflow.github.io/api/module_shape.html#spflow.modules.module_shape.ModuleShape
ModuleShapehttps://spflow.github.io/api/module_shape.html#spflow.modules.module_shape.ModuleShape
https://spflow.github.io/api/base_modules.html#leafmodule
[source]https://spflow.github.io/_modules/spflow/modules/leaves/leaf.html#LeafModule
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule
ABChttps://docs.python.org/3/library/abc.html#abc.ABC
[source]https://spflow.github.io/_modules/spflow/modules/leaves/leaf.html#LeafModule.__init__
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.__init__
inthttps://docs.python.org/3/library/functions.html#int
Iterablehttps://docs.python.org/3/library/typing.html#typing.Iterable
inthttps://docs.python.org/3/library/functions.html#int
inthttps://docs.python.org/3/library/functions.html#int
inthttps://docs.python.org/3/library/functions.html#int
listhttps://docs.python.org/3/library/stdtypes.html#list
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
Nonehttps://docs.python.org/3/library/constants.html#None
Nonehttps://docs.python.org/3/library/constants.html#None
Callablehttps://docs.python.org/3/library/typing.html#typing.Callable
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
dicthttps://docs.python.org/3/library/stdtypes.html#dict
strhttps://docs.python.org/3/library/stdtypes.html#str
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
boolhttps://docs.python.org/3/library/functions.html#bool
Nonehttps://docs.python.org/3/library/constants.html#None
[source]https://spflow.github.io/_modules/spflow/modules/leaves/leaf.html#LeafModule.conditional_distribution
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.conditional_distribution
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
boolhttps://docs.python.org/3/library/functions.html#bool
Distributionhttps://docs.pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution
[source]https://spflow.github.io/_modules/spflow/modules/leaves/leaf.html#LeafModule.distribution
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.distribution
boolhttps://docs.python.org/3/library/functions.html#bool
Distributionhttps://docs.pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution
[source]https://spflow.github.io/_modules/spflow/modules/leaves/leaf.html#LeafModule.log_likelihood
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.log_likelihood
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
IntervalEvidencehttps://spflow.github.io/api/data.html#spflow.meta.data.interval_evidence.IntervalEvidence
Cachehttps://spflow.github.io/api/utilities.html#spflow.utils.cache.Cache
Nonehttps://docs.python.org/3/library/constants.html#None
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
[source]https://spflow.github.io/_modules/spflow/modules/leaves/leaf.html#LeafModule.marginalize
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.marginalize
listhttps://docs.python.org/3/library/stdtypes.html#list
inthttps://docs.python.org/3/library/functions.html#int
boolhttps://docs.python.org/3/library/functions.html#bool
Cachehttps://spflow.github.io/api/utilities.html#spflow.utils.cache.Cache
Nonehttps://docs.python.org/3/library/constants.html#None
Optionalhttps://docs.python.org/3/library/typing.html#typing.Optional
LeafModulehttps://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule
[source]https://spflow.github.io/_modules/spflow/modules/leaves/leaf.html#LeafModule.marginalized_params
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.marginalized_params
listhttps://docs.python.org/3/library/stdtypes.html#list
inthttps://docs.python.org/3/library/functions.html#int
dicthttps://docs.python.org/3/library/stdtypes.html#dict
strhttps://docs.python.org/3/library/stdtypes.html#str
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
[source]https://spflow.github.io/_modules/spflow/modules/leaves/leaf.html#LeafModule.maximum_likelihood_estimation
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.maximum_likelihood_estimation
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
Optionalhttps://docs.python.org/3/library/typing.html#typing.Optional
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
boolhttps://docs.python.org/3/library/functions.html#bool
strhttps://docs.python.org/3/library/stdtypes.html#str
Callablehttps://docs.python.org/3/library/typing.html#typing.Callable
Nonehttps://docs.python.org/3/library/constants.html#None
Nonehttps://docs.python.org/3/library/constants.html#None
[source]https://spflow.github.io/_modules/spflow/modules/leaves/leaf.html#LeafModule.mode
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.mode
boolhttps://docs.python.org/3/library/functions.html#bool
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
[source]https://spflow.github.io/_modules/spflow/modules/leaves/leaf.html#LeafModule.params
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.params
Dicthttps://docs.python.org/3/library/typing.html#typing.Dict
strhttps://docs.python.org/3/library/stdtypes.html#str
Tensorhttps://docs.pytorch.org/docs/stable/tensors.html#torch.Tensor
devicehttps://docs.pytorch.org/docs/stable/tensor_attributes.html#torch.device
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.device
tuplehttps://docs.python.org/3/library/stdtypes.html#tuple
inthttps://docs.python.org/3/library/functions.html#int
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.event_shape
ndarrayhttps://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.feature_to_scope
Iterablehttps://docs.python.org/3/library/typing.html#typing.Iterable
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.inputs
https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.is_conditional
Next Data Structures https://spflow.github.io/api/data.html
Previous API Documentation https://spflow.github.io/api/index.html
Sphinxhttps://www.sphinx-doc.org/
@pradyunsghttps://pradyunsg.me
Furohttps://github.com/pradyunsg/furo
Base Classeshttps://spflow.github.io/api/base_modules.html
Modulehttps://spflow.github.io/api/base_modules.html#module
LeafModulehttps://spflow.github.io/api/base_modules.html#leafmodule
LeafModulehttps://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule
LeafModule.__init__()https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.__init__
LeafModule.conditional_distribution()https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.conditional_distribution
LeafModule.distribution()https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.distribution
LeafModule.log_likelihood()https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.log_likelihood
LeafModule.marginalize()https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.marginalize
LeafModule.marginalized_params()https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.marginalized_params
LeafModule.maximum_likelihood_estimation()https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.maximum_likelihood_estimation
LeafModule.mode()https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.mode
LeafModule.params()https://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.params
LeafModule.devicehttps://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.device
LeafModule.event_shapehttps://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.event_shape
LeafModule.feature_to_scopehttps://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.feature_to_scope
LeafModule.inputshttps://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.inputs
LeafModule.is_conditionalhttps://spflow.github.io/api/base_modules.html#spflow.modules.leaves.leaf.LeafModule.is_conditional

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