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breimanntools committed Sep 20, 2023
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8 changes: 4 additions & 4 deletions aaanalysis/data_loader/data_loader.py
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Expand Up @@ -153,7 +153,7 @@ def load_dataset(name: str = "INFO",
Load protein benchmarking datasets.
The benchmarks are categorized into amino acid ('AA'), domain ('DOM'), and sequence ('SEQ') level
datasets. Use default settings (``name='INFO'``) for an overview table. Detailed analysis is in .
datasets. Use default settings (``name='INFO'``) for an overview table. Detailed analysis is in [Breimann23a]_.
Parameters
----------
Expand Down Expand Up @@ -186,8 +186,8 @@ def load_dataset(name: str = "INFO",
See also
--------
See an overview of all benchmarks in and a detailed usage tutorial in the
data loader tutorial.
See an overview of all benchmarks in :ref:`1_overview_benchmarks` and a detailed usage tutorial in the
`data loader tutorial <tutorials/tutorial2_data_loader.ipynb>`_.
Examples
--------
Expand Down Expand Up @@ -242,7 +242,7 @@ def load_scales(name="scales", just_aaindex=False, unclassified_in=True):
"""
Load amino acid scales, scale classification (AAontology), or scale evaluation.
A thorough analysis of the residue and sequence datasets can be found in.
A thorough analysis of the residue and sequence datasets can be found in [Breimann23a]_.
Parameters
----------
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import matplotlib.pyplot as plt
import aaanalysis as aa
sf = aa.SequenceFeature()
df_seq = aa.load_dataset(name='SEQ_DISULFIDE', min_len=100)
labels = list(df_seq["label"])
df_parts = sf.get_df_parts(df_seq=df_seq, jmd_n_len=10, jmd_c_len=10)
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24 changes: 12 additions & 12 deletions docs/build/html/_sources/api.rst.txt
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Expand Up @@ -21,8 +21,8 @@ Data
.. autosummary::
:toctree: generated/

.. aaanalysis.load_dataset
.. aaanalysis.load_scales
aaanalysis.load_dataset
aaanalysis.load_scales

.. _feature_engineering_api:

Expand All @@ -31,10 +31,10 @@ Feature Engineering
.. autosummary::
:toctree: generated/

.. aaanalysis.AAclust
.. aaanalysis.SequenceFeature
.. aaanalysis.CPP
.. aaanalysis.CPPPlot
aaanalysis.AAclust
aaanalysis.SequenceFeature
aaanalysis.CPP
aaanalysis.CPPPlot

.. _pu_learning_api:

Expand All @@ -43,7 +43,7 @@ PU Learning
.. autosummary::
:toctree: generated/

.. aaanalysis.dPULearn
aaanalysis.dPULearn

.. _plot_api:

Expand All @@ -61,9 +61,9 @@ Plot Utilities
.. autosummary::
:toctree: generated/

.. aaanalysis.plot_settings
.. aaanalysis.plot_set_legend
.. aaanalysis.plot_gcfs
.. aaanalysis.plot_get_cmap
.. aaanalysis.plot_get_cdict
aaanalysis.plot_settings
aaanalysis.plot_set_legend
aaanalysis.plot_gcfs
aaanalysis.plot_get_cmap
aaanalysis.plot_get_cdict

28 changes: 28 additions & 0 deletions docs/build/html/_sources/generated/aaanalysis.AAclust.rst.txt
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aaanalysis.AAclust
==================

.. currentmodule:: aaanalysis

.. autoclass:: AAclust


.. automethod:: __init__


.. rubric:: Methods

.. autosummary::

~AAclust.__init__
~AAclust.cluster_naming
~AAclust.correlation
~AAclust.eval
~AAclust.fit
~AAclust.get_cluster_centers
~AAclust.get_cluster_medoids






24 changes: 24 additions & 0 deletions docs/build/html/_sources/generated/aaanalysis.CPP.rst.txt
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aaanalysis.CPP
==============

.. currentmodule:: aaanalysis

.. autoclass:: CPP


.. automethod:: __init__


.. rubric:: Methods

.. autosummary::

~CPP.__init__
~CPP.eval
~CPP.run






25 changes: 25 additions & 0 deletions docs/build/html/_sources/generated/aaanalysis.CPPPlot.rst.txt
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aaanalysis.CPPPlot
==================

.. currentmodule:: aaanalysis

.. autoclass:: CPPPlot


.. automethod:: __init__


.. rubric:: Methods

.. autosummary::

~CPPPlot.__init__
~CPPPlot.heatmap
~CPPPlot.profile
~CPPPlot.update_seq_size






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aaanalysis.SequenceFeature
==========================

.. currentmodule:: aaanalysis

.. autoclass:: SequenceFeature


.. automethod:: __init__


.. rubric:: Methods

.. autosummary::

~SequenceFeature.__init__
~SequenceFeature.add_dif
~SequenceFeature.add_feat_value
~SequenceFeature.add_position
~SequenceFeature.feat_matrix
~SequenceFeature.feat_names
~SequenceFeature.get_df_parts
~SequenceFeature.get_features
~SequenceFeature.get_split_kws






24 changes: 24 additions & 0 deletions docs/build/html/_sources/generated/aaanalysis.dPULearn.rst.txt
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aaanalysis.dPULearn
===================

.. currentmodule:: aaanalysis

.. autoclass:: dPULearn


.. automethod:: __init__


.. rubric:: Methods

.. autosummary::

~dPULearn.__init__
~dPULearn.eval
~dPULearn.fit






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aaanalysis.load\_dataset
========================

.. currentmodule:: aaanalysis

.. autofunction:: load_dataset
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aaanalysis.load\_scales
=======================

.. currentmodule:: aaanalysis

.. autofunction:: load_scales
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aaanalysis.plot\_gcfs
=====================

.. currentmodule:: aaanalysis

.. autofunction:: plot_gcfs
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aaanalysis.plot\_get\_cdict
===========================

.. currentmodule:: aaanalysis

.. autofunction:: plot_get_cdict
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aaanalysis.plot\_get\_cmap
==========================

.. currentmodule:: aaanalysis

.. autofunction:: plot_get_cmap
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aaanalysis.plot\_set\_legend
============================

.. currentmodule:: aaanalysis

.. autofunction:: plot_set_legend
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aaanalysis.plot\_settings
=========================

.. currentmodule:: aaanalysis

.. autofunction:: plot_settings
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