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Issue152 #154

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711431f
adding hierarchy data and model class
jsv1206 Aug 29, 2025
0d18576
HierarchyParity as a subclass of Parity
jsv1206 Aug 29, 2025
d04639a
adding hierarchy classes to __init__
jsv1206 Aug 29, 2025
64386d1
parity plot generated for global samples but not for local samples
jsv1206 Aug 29, 2025
23d6f6e
plotting local samples for all global samples on same plot
jsv1206 Sep 2, 2025
f98e914
cdf rank plots
jsv1206 Sep 2, 2025
235fce8
rank histogram plots
jsv1206 Sep 2, 2025
3a8ca3b
adding tests for parity, ranks, cdfrank plots
jsv1206 Sep 10, 2025
b6657a5
adding documentation
jsv1206 Sep 10, 2025
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3 changes: 3 additions & 0 deletions docs/source/data.rst
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Expand Up @@ -9,6 +9,9 @@ Data
.. autoclass:: deepdiagnostics.data.H5Data
:members:

.. autoclass:: deepdiagnostics.data.H5HierarchyData
:members:

.. autoclass:: deepdiagnostics.data.PickleData
:members:

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3 changes: 3 additions & 0 deletions docs/source/models.rst
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Expand Up @@ -8,3 +8,6 @@ Models

.. autoclass:: deepdiagnostics.models.SBIModel
:members:

.. autoclass:: deepdiagnostics.models.HierarchyModel
:members:
9 changes: 9 additions & 0 deletions docs/source/plots.rst
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Expand Up @@ -8,9 +8,15 @@ Plots
.. autoclass:: deepdiagnostics.plots.CDFRanks
:members: plot

.. autoclass:: deepdiagnostics.plots.HierarchyCDFRanks
:members: plot

.. autoclass:: deepdiagnostics.plots.Ranks
:members: plot

.. autoclass:: deepdiagnostics.plots.HierarchyRanks
:members: plot

.. autoclass:: deepdiagnostics.plots.CoverageFraction
:members: plot

Expand All @@ -30,4 +36,7 @@ Plots
.. autoclass:: deepdiagnostics.plots.Parity
:members: plot

.. autoclass:: deepdiagnostics.plots.HierarchyParity
:members: plot

.. bibliography::
765 changes: 762 additions & 3 deletions poetry.lock
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2 changes: 2 additions & 0 deletions pyproject.toml
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Expand Up @@ -19,6 +19,8 @@ matplotlib = "^3.8.3"
tarp = "^0.1.1"
deprecation = "^2.1.0"
scipy = "^1.15.0"
einops = "^0.8.1"
lightning = "^2.5.4"

[tool.poetry.group.dev.dependencies]
pre-commit = "^3.3.2"
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Binary file added resources/saveddata/Hierarchicalpendulum_data_test_40.h5
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Empty file added resources/savedmodels/hnpe_src/__init__.py
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@voetberg voetberg Sep 10, 2025

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Is there a way to not directly include this whole bit of source code? It feels a little dishonest bc it is Rachel's code and not our's. Does she have a repo with it somewhere we can pull from?

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