Causal Discovery Algorithms package
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This package contains the relevant causal discovery algorithms that can be applied on process data to discover causal relationships between activities within the process.
The current algorithm implementation include `DirectLINGAM algorithm <https://www.jmlr.org/papers/volume12/shimizu11a/shimizu11a.pdf>`_.
Additional causal discovery algorithms can be added to the package as long as they extend the :class:`sax.causal_process_discovery.algorithms.base_causal_alg.BaseCausalAlgorithm` class.


Submodules
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sax.core.causal\_process\_discovery.algorithms.base\_causal\_alg module
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.. automodule:: sax.core.causal_process_discovery.algorithms.base_causal_alg
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sax.core.causal\_process\_discovery.algorithms.lingam module
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.. automodule:: sax.core.causal_process_discovery.algorithms.lingam
   :members:
   :undoc-members:
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Module contents
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.. automodule:: sax.core.causal_process_discovery.algorithms
   :members:
   :undoc-members:
   :show-inheritance: