.gitignore
.readthedocs.yaml
README.md
pyproject.toml
requirements-dev.txt
requirements.txt
.github/workflows/publish-to-pypi.yml
.github/workflows/python-tests.yml
doc/Logo.svg
doc/_config.yml
doc/_toc.yml
doc/architecture.md
doc/circuits.md
doc/general_remarks.md
doc/glossary.md
doc/graphical_models.md
doc/intro.md
doc/joint_probability_trees.md
doc/layered_circuit.md
doc/layered_example.png
doc/nyga_distribution.md
doc/pc_guide.md
doc/pendulum.md
doc/probability_theory.md
doc/queries.md
doc/references.bib
doc/requirements.txt
doc/template_modelling.md
doc/truncated_gaussian.md
scripts/gmm.py
scripts/jpt_speed_comparison.py
scripts/mlflow_example.py
scripts/mnist.ipynb
scripts/nyga_speed_comparison.py
src/probabilistic_model/__init__.py
src/probabilistic_model/constants.py
src/probabilistic_model/error.py
src/probabilistic_model/monte_carlo_estimator.py
src/probabilistic_model/probabilistic_model.py
src/probabilistic_model/utils.py
src/probabilistic_model.egg-info/PKG-INFO
src/probabilistic_model.egg-info/SOURCES.txt
src/probabilistic_model.egg-info/dependency_links.txt
src/probabilistic_model.egg-info/requires.txt
src/probabilistic_model.egg-info/top_level.txt
src/probabilistic_model/bayesian_network/__init__.py
src/probabilistic_model/bayesian_network/bayesian_network.py
src/probabilistic_model/bayesian_network/distributions.py
src/probabilistic_model/distributions/__init__.py
src/probabilistic_model/distributions/distributions.py
src/probabilistic_model/distributions/gaussian.py
src/probabilistic_model/distributions/multinomial.py
src/probabilistic_model/distributions/uniform.py
src/probabilistic_model/interfaces/__init__.py
src/probabilistic_model/interfaces/mlflow_integration.py
src/probabilistic_model/interfaces/drawio/__init__.py
src/probabilistic_model/interfaces/drawio/drawio.py
src/probabilistic_model/interfaces/drawio/exporter.py
src/probabilistic_model/learning/__init__.py
src/probabilistic_model/learning/nyga_distribution.py
src/probabilistic_model/learning/jpt/__init__.py
src/probabilistic_model/learning/jpt/jpt.py
src/probabilistic_model/learning/jpt/variables.py
src/probabilistic_model/learning/region_graph/__init__.py
src/probabilistic_model/learning/region_graph/region_graph.py
src/probabilistic_model/probabilistic_circuit/__init__.py
src/probabilistic_model/probabilistic_circuit/jax/__init__.py
src/probabilistic_model/probabilistic_circuit/jax/coupling_circuit.py
src/probabilistic_model/probabilistic_circuit/jax/discrete_layer.py
src/probabilistic_model/probabilistic_circuit/jax/gaussian_layer.py
src/probabilistic_model/probabilistic_circuit/jax/inner_layer.py
src/probabilistic_model/probabilistic_circuit/jax/input_layer.py
src/probabilistic_model/probabilistic_circuit/jax/probabilistic_circuit.py
src/probabilistic_model/probabilistic_circuit/jax/uniform_layer.py
src/probabilistic_model/probabilistic_circuit/jax/utils.py
src/probabilistic_model/probabilistic_circuit/nx/__init__.py
src/probabilistic_model/probabilistic_circuit/nx/helper.py
src/probabilistic_model/probabilistic_circuit/nx/probabilistic_circuit.py
src/probabilistic_model/probabilistic_circuit/nx/distributions/__init__.py
src/probabilistic_model/probabilistic_circuit/nx/distributions/distributions.py
test/test_bayesian_network/__init__.py
test/test_bayesian_network/test_bayesian_network.py
test/test_bayesian_network/test_distributions.py
test/test_distributions/__init__.py
test/test_distributions/test_distributions.py
test/test_distributions/test_gaussian.py
test/test_distributions/test_multinomial.py
test/test_distributions/test_uniform.py
test/test_jax/__init__.py
test/test_jax/test_coupling_circuit.py
test/test_jax/test_discrete_layer.py
test/test_jax/test_gaussian_layer.py
test/test_jax/test_input_layer.py
test/test_jax/test_probabilistic_circuit.py
test/test_jax/test_product_layer.py
test/test_jax/test_sum_layer.py
test/test_jax/test_uniform_layer.py
test/test_jax/test_utils.py
test/test_jpt/__init__.py
test/test_jpt/test_jpt.py
test/test_jpt/test_nyga_distribution.py
test/test_nx/__init__.py
test/test_nx/test_distribution.py
test/test_nx/test_exporter.py
test/test_nx/test_helpers.py
test/test_nx/test_probabilistic_circuit.py
test/test_nx/test_product_unit.py
test/test_nx/test_sum_unit.py
test/test_region_graphs/__init__.py
test/test_region_graphs/test_region_graph.py