From e60d81a828a88484bdbf946ff4225e0108e12c14 Mon Sep 17 00:00:00 2001 From: erdogant Date: Tue, 9 Apr 2024 22:02:20 +0200 Subject: [PATCH] add part export DAG/BIF in docs --- docs/pages/doctrees/Continuous Data.doctree | Bin 32685 -> 32675 bytes docs/pages/doctrees/Create DAG.doctree | Bin 19435 -> 19425 bytes docs/pages/doctrees/Documentation.doctree | Bin 26892 -> 26882 bytes docs/pages/doctrees/Example Datasets.doctree | Bin 10676 -> 12103 bytes docs/pages/doctrees/Examples.doctree | Bin 74870 -> 74860 bytes docs/pages/doctrees/Inference.doctree | Bin 18788 -> 18778 bytes docs/pages/doctrees/Installation.doctree | Bin 12814 -> 12804 bytes docs/pages/doctrees/Introduction.doctree | Bin 17476 -> 17466 bytes docs/pages/doctrees/Licence.doctree | Bin 6195 -> 6185 bytes .../pages/doctrees/Parameter learning.doctree | Bin 84774 -> 84764 bytes docs/pages/doctrees/Plot.doctree | Bin 29116 -> 29106 bytes docs/pages/doctrees/Predict.doctree | Bin 12384 -> 12374 bytes 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a/docs/pages/html/Continuous Data.html b/docs/pages/html/Continuous Data.html index 944f37f4..fecfe46f 100644 --- a/docs/pages/html/Continuous Data.html +++ b/docs/pages/html/Continuous Data.html @@ -1,15 +1,13 @@ - + - + Advanced discretizing continous data — bnlearn bnlearn documentation - - - - - + + + @@ -117,6 +115,7 @@

  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Create DAG.html b/docs/pages/html/Create DAG.html index 6ce84737..2e9da039 100644 --- a/docs/pages/html/Create DAG.html +++ b/docs/pages/html/Create DAG.html @@ -1,15 +1,13 @@ - + - + Directed Acyclic Graphs — bnlearn bnlearn documentation - - - - - + + + @@ -121,6 +119,7 @@
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Documentation.html b/docs/pages/html/Documentation.html index b459430e..5f1d4595 100644 --- a/docs/pages/html/Documentation.html +++ b/docs/pages/html/Documentation.html @@ -1,15 +1,13 @@ - + - + Sponsor — bnlearn bnlearn documentation - - - - - + + + @@ -113,6 +111,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Example Datasets.html b/docs/pages/html/Example Datasets.html index ada52c83..ad91317f 100644 --- a/docs/pages/html/Example Datasets.html +++ b/docs/pages/html/Example Datasets.html @@ -1,15 +1,13 @@ - + - + DataFrames — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • @@ -221,7 +220,27 @@

    Import DAG/BIF -

    +
    +
    +

    Export DAG/BIF

    +

    The learned bayesian network can be exported in one of common bayes network formats, like BIF, hugin or XMLBIF by using the BIFwriter from pgmpy.

    +
    # Import packages
    +import pandas as pd
    +from pgmpy.readwrite import BIFWriter
    +import bnlearn as bn
    +
    +# Import dataset
    +df = bn.import_example('sprinkler')
    +# build model
    +model = bn.structure_learning.fit(df)
    +model = bn.parameter_learning.fit(model, df)
    +
    +# Write to BIF
    +writer = BIFWriter(model['model'])
    +writer.write_bif(filename='model.bif')
    +
    +
    +
    diff --git a/docs/pages/html/Examples.html b/docs/pages/html/Examples.html index 00c84dc0..76326cef 100644 --- a/docs/pages/html/Examples.html +++ b/docs/pages/html/Examples.html @@ -1,15 +1,13 @@ - + - + Start with RAW data — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Inference.html b/docs/pages/html/Inference.html index 1733aa1b..dbc2c367 100644 --- a/docs/pages/html/Inference.html +++ b/docs/pages/html/Inference.html @@ -1,15 +1,13 @@ - + - + Inference — bnlearn bnlearn documentation - - - - - + + + @@ -119,6 +117,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Installation.html b/docs/pages/html/Installation.html index e4ac6812..b3f76634 100644 --- a/docs/pages/html/Installation.html +++ b/docs/pages/html/Installation.html @@ -1,15 +1,13 @@ - + - + Install from Pypi (pip) — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Introduction.html b/docs/pages/html/Introduction.html index ab974b25..328fe893 100644 --- a/docs/pages/html/Introduction.html +++ b/docs/pages/html/Introduction.html @@ -1,15 +1,13 @@ - + - + Introduction — bnlearn bnlearn documentation - - - - - + + + @@ -121,6 +119,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Licence.html b/docs/pages/html/Licence.html index 4d7abcd4..1f03e8ca 100644 --- a/docs/pages/html/Licence.html +++ b/docs/pages/html/Licence.html @@ -1,15 +1,13 @@ - + - + Licence — bnlearn bnlearn documentation - - - - - + + + @@ -112,6 +110,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Parameter learning.html b/docs/pages/html/Parameter learning.html index d77a98dd..4b7b4412 100644 --- a/docs/pages/html/Parameter learning.html +++ b/docs/pages/html/Parameter learning.html @@ -1,15 +1,13 @@ - + - + Parameter learning — bnlearn bnlearn documentation - - - - - + + + @@ -118,6 +116,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Plot.html b/docs/pages/html/Plot.html index 8fe44f9b..0feefad0 100644 --- a/docs/pages/html/Plot.html +++ b/docs/pages/html/Plot.html @@ -1,15 +1,13 @@ - + - + Interactive plot — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Predict.html b/docs/pages/html/Predict.html index 769f0e44..c355b9dc 100644 --- a/docs/pages/html/Predict.html +++ b/docs/pages/html/Predict.html @@ -1,15 +1,13 @@ - + - + Predict — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Quickstart.html b/docs/pages/html/Quickstart.html index acea813f..5b1ed816 100644 --- a/docs/pages/html/Quickstart.html +++ b/docs/pages/html/Quickstart.html @@ -1,15 +1,13 @@ - + - + Quickstart — bnlearn bnlearn documentation - - - - - + + + @@ -118,6 +116,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Sampling.html b/docs/pages/html/Sampling.html index 588be10b..353f4fc2 100644 --- a/docs/pages/html/Sampling.html +++ b/docs/pages/html/Sampling.html @@ -1,15 +1,13 @@ - + - + Forward Sampling — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Structure learning.html b/docs/pages/html/Structure learning.html index 4db85052..6d52cfd1 100644 --- a/docs/pages/html/Structure learning.html +++ b/docs/pages/html/Structure learning.html @@ -1,15 +1,13 @@ - + - + Causation — bnlearn bnlearn documentation - - - - - + + + @@ -118,6 +116,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/Structure_scores.html b/docs/pages/html/Structure_scores.html index 1ebbcf91..61e07068 100644 --- a/docs/pages/html/Structure_scores.html +++ b/docs/pages/html/Structure_scores.html @@ -1,15 +1,13 @@ - + - + Structure Scores — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/UseCases.html b/docs/pages/html/UseCases.html index fd277c4f..5e3b6d92 100644 --- a/docs/pages/html/UseCases.html +++ b/docs/pages/html/UseCases.html @@ -1,15 +1,13 @@ - + - + Use Case Titanic — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/_sources/Example Datasets.rst.txt b/docs/pages/html/_sources/Example Datasets.rst.txt index 1d42a03c..e47511ff 100644 --- a/docs/pages/html/_sources/Example Datasets.rst.txt +++ b/docs/pages/html/_sources/Example Datasets.rst.txt @@ -66,4 +66,27 @@ With the :func:`bnlearn.bnlearn.sampling` function a ``DataFrame`` can be create +Export DAG/BIF +^^^^^^^^^^^^^^^ + +The learned bayesian network can be exported in one of common bayes network formats, like BIF, hugin or XMLBIF by using the BIFwriter from pgmpy. + +.. code-block:: python + + # Import packages + import pandas as pd + from pgmpy.readwrite import BIFWriter + import bnlearn as bn + + # Import dataset + df = bn.import_example('sprinkler') + # build model + model = bn.structure_learning.fit(df) + model = bn.parameter_learning.fit(model, df) + + # Write to BIF + writer = BIFWriter(model['model']) + writer.write_bif(filename='model.bif') + + .. include:: add_bottom.add \ No newline at end of file diff --git a/docs/pages/html/_static/pygments.css b/docs/pages/html/_static/pygments.css index 0d49244e..691aeb82 100644 --- a/docs/pages/html/_static/pygments.css +++ b/docs/pages/html/_static/pygments.css @@ -17,7 +17,6 @@ span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: .highlight .cs { color: #408090; background-color: #fff0f0 } /* Comment.Special */ .highlight .gd { color: #A00000 } /* Generic.Deleted */ .highlight .ge { font-style: italic } /* Generic.Emph */ -.highlight .ges { font-weight: bold; font-style: italic } /* Generic.EmphStrong */ .highlight .gr { color: #FF0000 } /* Generic.Error */ .highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */ .highlight .gi { color: #00A000 } /* Generic.Inserted */ diff --git a/docs/pages/html/bnlearn.bnlearn.html b/docs/pages/html/bnlearn.bnlearn.html index 97989fe6..ab35f55b 100644 --- a/docs/pages/html/bnlearn.bnlearn.html +++ b/docs/pages/html/bnlearn.bnlearn.html @@ -1,15 +1,13 @@ - + - + bnlearn.bnlearn — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/bnlearn.inference.html b/docs/pages/html/bnlearn.inference.html index 00cde95f..ecee4684 100644 --- a/docs/pages/html/bnlearn.inference.html +++ b/docs/pages/html/bnlearn.inference.html @@ -1,15 +1,13 @@ - + - + bnlearn.inference — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/bnlearn.parameter_learning.html b/docs/pages/html/bnlearn.parameter_learning.html index d637320a..9d18f74d 100644 --- a/docs/pages/html/bnlearn.parameter_learning.html +++ b/docs/pages/html/bnlearn.parameter_learning.html @@ -1,15 +1,13 @@ - + - + bnlearn.parameter_learning — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/bnlearn.structure_learning.html b/docs/pages/html/bnlearn.structure_learning.html index 6c23cd00..97e8c427 100644 --- a/docs/pages/html/bnlearn.structure_learning.html +++ b/docs/pages/html/bnlearn.structure_learning.html @@ -1,15 +1,13 @@ - + - + bnlearn.structure_learning — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
  • diff --git a/docs/pages/html/dataframe conversions.html b/docs/pages/html/dataframe conversions.html index f7ec02b9..842c0623 100644 --- a/docs/pages/html/dataframe conversions.html +++ b/docs/pages/html/dataframe conversions.html @@ -1,15 +1,13 @@ - + - + Data Conversions — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
  • Directed Acyclic Graphs
  • DataFrames
  • Import DAG/BIF
  • +
  • Export DAG/BIF
  • Black and white lists
  • Topological sort
  • Data Conversions
      diff --git a/docs/pages/html/genindex.html b/docs/pages/html/genindex.html index d20391bc..928b73a3 100644 --- a/docs/pages/html/genindex.html +++ b/docs/pages/html/genindex.html @@ -1,14 +1,12 @@ - + Index — bnlearn bnlearn documentation - - - - - + + + @@ -111,6 +109,7 @@
    • Directed Acyclic Graphs
    • DataFrames
    • Import DAG/BIF
    • +
    • Export DAG/BIF
    • Black and white lists
    • Topological sort
    • Data Conversions
    • diff --git a/docs/pages/html/independence_test.html b/docs/pages/html/independence_test.html index 610c3d87..80e4b3b5 100644 --- a/docs/pages/html/independence_test.html +++ b/docs/pages/html/independence_test.html @@ -1,15 +1,13 @@ - + - + Independence test — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
    • Directed Acyclic Graphs
    • DataFrames
    • Import DAG/BIF
    • +
    • Export DAG/BIF
    • Black and white lists
    • Topological sort
    • Data Conversions
    • diff --git a/docs/pages/html/index.html b/docs/pages/html/index.html index 75770409..98a4d418 100644 --- a/docs/pages/html/index.html +++ b/docs/pages/html/index.html @@ -1,15 +1,13 @@ - + - + BNLearn’s Documentation — bnlearn bnlearn documentation - - - - - + + + @@ -113,6 +111,7 @@
    • Directed Acyclic Graphs
    • DataFrames
    • Import DAG/BIF
    • +
    • Export DAG/BIF
    • Black and white lists
    • Topological sort
    • Data Conversions
    • @@ -326,6 +325,7 @@

      Contents
    • DataFrames
    • Import DAG/BIF
    • +
    • Export DAG/BIF
    • Black and white lists
    • Topological sort
    • Data Conversions
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      • Directed Acyclic Graphs
      • DataFrames
      • Import DAG/BIF
      • +
      • Export DAG/BIF
      • Black and white lists
      • Topological sort
      • Data Conversions
      • diff --git a/docs/pages/html/saving and loading.html b/docs/pages/html/saving and loading.html index 86960ea5..ad51ef9c 100644 --- a/docs/pages/html/saving and loading.html +++ b/docs/pages/html/saving and loading.html @@ -1,15 +1,13 @@ - + - + Saving and Loading — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
      • Directed Acyclic Graphs
      • DataFrames
      • Import DAG/BIF
      • +
      • Export DAG/BIF
      • Black and white lists
      • Topological sort
      • Data Conversions
      • diff --git a/docs/pages/html/search.html b/docs/pages/html/search.html index 79b82f17..bdbb86ef 100644 --- a/docs/pages/html/search.html +++ b/docs/pages/html/search.html @@ -1,14 +1,12 @@ - + Search — bnlearn bnlearn documentation - - - - - + + + @@ -112,6 +110,7 @@
      • Directed Acyclic Graphs
      • DataFrames
      • Import DAG/BIF
      • +
      • Export DAG/BIF
      • Black and white lists
      • Topological sort
      • Data Conversions
      • diff --git a/docs/pages/html/topological_sort.html b/docs/pages/html/topological_sort.html index 7c842391..d557f071 100644 --- a/docs/pages/html/topological_sort.html +++ b/docs/pages/html/topological_sort.html @@ -1,15 +1,13 @@ - + - + Topological sort — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
      • Directed Acyclic Graphs
      • DataFrames
      • Import DAG/BIF
      • +
      • Export DAG/BIF
      • Black and white lists
      • Topological sort
      • Data Conversions
      • diff --git a/docs/pages/html/whitelist_blacklist.html b/docs/pages/html/whitelist_blacklist.html index 915245bd..63004de9 100644 --- a/docs/pages/html/whitelist_blacklist.html +++ b/docs/pages/html/whitelist_blacklist.html @@ -1,15 +1,13 @@ - + - + Black and white lists — bnlearn bnlearn documentation - - - - - + + + @@ -114,6 +112,7 @@
      • Directed Acyclic Graphs
      • DataFrames
      • Import DAG/BIF
      • +
      • Export DAG/BIF
      • Black and white lists
      • Topological sort
      • Data Conversions
      • diff --git a/docs/source/Example Datasets.rst b/docs/source/Example Datasets.rst index 1d42a03c..e47511ff 100644 --- a/docs/source/Example Datasets.rst +++ b/docs/source/Example Datasets.rst @@ -66,4 +66,27 @@ With the :func:`bnlearn.bnlearn.sampling` function a ``DataFrame`` can be create +Export DAG/BIF +^^^^^^^^^^^^^^^ + +The learned bayesian network can be exported in one of common bayes network formats, like BIF, hugin or XMLBIF by using the BIFwriter from pgmpy. + +.. code-block:: python + + # Import packages + import pandas as pd + from pgmpy.readwrite import BIFWriter + import bnlearn as bn + + # Import dataset + df = bn.import_example('sprinkler') + # build model + model = bn.structure_learning.fit(df) + model = bn.parameter_learning.fit(model, df) + + # Write to BIF + writer = BIFWriter(model['model']) + writer.write_bif(filename='model.bif') + + .. include:: add_bottom.add \ No newline at end of file