libspn-keras:利用TensorFlow2.x和Keras使用Sum-product网络进行学习和推理的库资源-CSDN文库

共99个文件

py：64个

rst：10个

ipynb：5个

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package

libspn-keras-master.zip （99个子文件）

folder

libspn-keras-master

poetry.lock 147KB

.gitignore 3KB

pyproject.toml 2KB

.pre-commit-config.yaml 470B

LICENSE 2KB

folder

.github

release-drafter.yml 2KB

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workflows

test-pypi.yml 682B

release.yml 473B

tests.yml 473B

release-drafter.yml 282B

noxfile.py 3KB

folder

examples

folder

notebooks

DGC-SPN Image Completion.ipynb 19KB

olivetti.raw 25MB

DGC-SPN Image Classification.ipynb 18KB

Benchmark With Einsum Networks.ipynb 12KB

Randomly Structured SPNs Image Classification.ipynb 6KB

Understanding Region SPNs.ipynb 63KB

README.md 8KB

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tests

test_conv_spn.py 3KB

__init__.py 0B

test_dynamic_spn.py 2KB

test_continuous_spn.py 2KB

utils.py 7KB

test_discrete_spn.py 2KB

logo.png 47KB

.readthedocs.yaml 171B

.flake8 361B

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docs

requirements.txt 302B

index.md 12B

conf.py 3KB

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reference

metrics.rst 67B

sumops.rst 1KB

models.rst 519B

initializers.rst 1KB

optimizers.rst 184B

region_graph.rst 489B

losses.rst 396B

constraints.rst 586B

visualization.rst 169B

layers.rst 3KB

logo.png 47KB

reference.md 339B

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libspn_keras

logspace.py 721B

__init__.py 2KB

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layers

reduce_product.py 3KB

log_dropout.py 3KB

dense_product.py 5KB

temporal_dense_product.py 3KB

permute_and_pad_scopes_random.py 4KB

permute_and_pad_scopes.py 2KB

__init__.py 2KB

normalize_standard_score.py 5KB

undecompose.py 3KB

spatial_to_regions.py 3KB

location_scale_leaf.py 12KB

flat_to_regions.py 2KB

local2d_sum.py 2KB

root_sum.py 6KB

conv2d_product.py 14KB

indicator_leaf.py 2KB

base_leaf.py 3KB

dense_sum.py 7KB

conv2d_sum.py 3KB

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constraints

__init__.py 308B

greater_equal_epsilon.py 817B

log_normalized.py 816B

clip.py 918B

greater_equal_epsilon_normalized.py 1KB

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models

dynamic_spn.py 6KB

__init__.py 248B

spn.py 3KB

sequential_spn.py 11KB

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optimizers

__init__.py 152B

online_expectation_maximization.py 541B

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losses

__init__.py 203B

negative_log_likelihood.py 753B

negative_log_joint.py 769B

visualize.py 8KB

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config

__init__.py 134B

accumulator_initializer.py 904B

logspace_accumulator_constraint.py 896B

linear_accumulator_constraint.py 943B

sum_op.py 634B

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math

logmatmul.py 947B

__init__.py 0B

soft_em_grads.py 6KB

logutils.py 411B

logconv.py 1KB

region.py 11KB

folder

initializers

__init__.py 468B

kmeans.py 13KB

dirichlet.py 2KB

poon_domingos.py 3KB

equidistant.py 2KB

epsilon_inverse_fan_in.py 1KB

sum_ops.py 30KB

folder

metrics

log_likelihood.py 1KB

__init__.py 91B

mypy.ini 142B

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