.. pgmpy documentation master file, created by
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Welcome to pgmpy's documentation!
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Getting Started:
.. toctree::
:maxdepth: 3
Installation
Basic Examples: For a complete list check: https://github.com/pgmpy/pgmpy/tree/dev/examples
.. toctree::
:maxdepth: 3
Defining a Discrete Bayesian Network
Statistical Inference in Discrete Bayesian Network
Causal Inference
Learning Discrete Bayesian Networks from Data
Learning Bayesian Networks structures from Data
Detailed Notebooks:
.. toctree::
:maxdepth: 2
Introduction to Probabilistic Graphical Models
Bayesian Networks
Markov Models
Exact Inference in Graphical Models
Approximate Inference in Graphical Models
Parameterizing with continuous variables
Sampling Algorithms
Learning Bayesian Networks from data
Reading and writing files using pgmpy
Documentation:
.. toctree::
:maxdepth: 3
base
models
factors
sampling
inference
readwrite
estimators
citests
contributing
Indices and tables
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* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`