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Commit 0799bc08 authored by limm's avatar limm
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suport v2.1.0

parent 50e05e1e
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docs/source/_figures/max.tex 0 → 100644
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\def\indices{{0, 0, 1, 0, 2, 2, 3, 3}}
\def\inputs{{5, 1, 7, 2, 3, 2, 1, 3}}
\def\outputs{{5, 7, 3, 3}}
\def\colors{{"cyan", "orange", "olive", "magenta"}}
\def\numberInputs{7}
\def\numberOutputs{3}
\def\operation{max}
\input{template}
docs/source/_figures/mean.svg 0 → 100644
View file @ 0799bc08
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docs/source/_figures/mean.tex 0 → 100644
View file @ 0799bc08
\def\indices{{0, 0, 1, 0, 2, 2, 3, 3}}
\def\inputs{{5, 1, 7, 2, 3, 2, 1, 3}}
\def\outputs{{"$\frac{8}{3}$", "$\frac{7}{1}$", "$\frac{5}{2}$", "$\frac{4}{2}$"}}
\def\colors{{"cyan", "orange", "olive", "magenta"}}
\def\numberInputs{7}
\def\numberOutputs{3}
\def\operation{mean}
\input{template}
docs/source/_figures/min.svg 0 → 100644
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docs/source/_figures/min.tex 0 → 100644
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docs/source/_figures/mul.tex 0 → 100644
View file @ 0799bc08
\def\indices{{0, 0, 1, 0, 2, 2, 3, 3}}
\def\inputs{{5, 1, 7, 2, 3, 2, 1, 3}}
\def\outputs{{10, 7, 6, 3}}
\def\colors{{"cyan", "orange", "olive", "magenta"}}
\def\numberInputs{7}
\def\numberOutputs{3}
\def\operation{mul}
\input{template}
docs/source/_figures/segment_coo.svg 0 → 100644
View file @ 0799bc08
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docs/source/_figures/segment_coo.tex 0 → 100644
View file @ 0799bc08
\def\indices{{0, 0, 0, 1, 2, 2, 3, 3}}
\def\inputs{{5, 1, 2, 7, 3, 2, 1, 3}}
\def\outputs{{8, 7, 5, 4}}
\def\colors{{"cyan", "orange", "olive", "magenta"}}
\def\numberInputs{7}
\def\numberOutputs{3}
\def\operation{add}
\input{template}
docs/source/_figures/std.svg 0 → 100644
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docs/source/_figures/std.tex 0 → 100644
View file @ 0799bc08
\def\indices{{0, 0, 1, 0, 2, 2, 3, 3}}
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\def\numberOutputs{3}
\def\operation{std}
\input{template}
docs/source/_figures/sub.svg 0 → 100644
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docs/source/_figures/sub.tex 0 → 100644
View file @ 0799bc08
\def\indices{{0, 0, 1, 0, 2, 2, 3, 3}}
\def\inputs{{5, 1, 7, 2, 3, 2, 1, 3}}
\def\outputs{{"-8", "-7", "-5", "-4"}}
\def\colors{{"cyan", "orange", "olive", "magenta"}}
\def\numberInputs{7}
\def\numberOutputs{3}
\def\operation{sub}
\input{template}
docs/source/_figures/template.tex 0 → 100644
View file @ 0799bc08
\documentclass[class=minimal]{standalone}
\usepackage{tikz}
\usetikzlibrary{shapes.geometric}
\newcommand{\tiny}[1]{\scalebox{0.45}{#1}}
\begin{document}
\begin{tikzpicture}
\tikzstyle{title}=[text width=1.1cm, inner sep=0pt]
\tikzstyle{square}=[rectangle, draw, minimum width=0.5cm, minimum height=0.5cm, inner sep=0pt, fill opacity=0.5, text opacity=1]
\tikzstyle{op}=[ellipse, draw, inner sep=-1pt, minimum height=9pt, minimum width=12pt]
\tikzstyle{edge}=[->]
\tikzstyle{round}=[out=-90, in=90, looseness=0.85]
\node[title] at (-0.8, 2.2) {index};
\node[title] at (-0.8, 1.5) {input};
\foreach \i in {0,...,\numberInputs} {
\pgfmathparse{\indices[\i]}\let\idx\pgfmathresult
\pgfmathparse{\inputs[\i]}\let\in\pgfmathresult
\pgfmathparse{\colors[\idx]}\let\co\pgfmathresult
\node[square] (index\i) at (\i * 0.5, 2.2) {\idx};
\node[square, fill=\co] (input\i) at (\i * 0.5, 1.5) {\in};
\draw[edge] (index\i) -- (input\i);
}
\node[title] at (-0.8, 0.0) {out};
\foreach \i in {0,...,\numberOutputs} {
\pgfmathparse{\outputs[\i]}\let\out\pgfmathresult
\pgfmathparse{\colors[\i]}\let\co\pgfmathresult
\def \x{(\numberInputs - \numberOutputs) * 0.25 + \i * 0.5}
\node[op] (op\i) at ({\x}, 0.6) {\tiny{\operation}};
\node[square, fill=\co] (output\i) at ({\x}, 0.0) {\out};
\draw[edge] (op\i) -- (output\i);
}
\foreach \i in {0,...,\numberInputs} {
\pgfmathparse{\indices[\i]}\let\idx\pgfmathresult
\draw[edge] (input\i) to[round] (op\idx);
}
\end{tikzpicture}
\end{document}
docs/source/conf.py 0 → 100644
View file @ 0799bc08
import datetime
import doctest
import sphinx_rtd_theme
import torch_scatter
extensions = [
'sphinx.ext.autodoc',
'sphinx.ext.intersphinx',
'sphinx.ext.mathjax',
'sphinx.ext.napoleon',
'sphinx.ext.viewcode',
]
source_suffix = '.rst'
master_doc = 'index'
author = 'Matthias Fey'
project = 'pytorch_scatter'
copyright = '{}, {}'.format(datetime.datetime.now().year, author)
version = torch_scatter.__version__
release = torch_scatter.__version__
html_theme = 'sphinx_rtd_theme'
html_theme_path = [sphinx_rtd_theme.get_html_theme_path()]
doctest_default_flags = doctest.NORMALIZE_WHITESPACE
intersphinx_mapping = {'python': ('https://docs.python.org/', None)}
docs/source/functions/composite.rst 0 → 100644
View file @ 0799bc08
composite
=========
.. currentmodule:: torch_scatter.composite
.. automodule:: torch_scatter.composite
:members:
:undoc-members:
docs/source/functions/scatter.rst 0 → 100644
View file @ 0799bc08
Scatter
=======
.. automodule:: torch_scatter
:noindex:
.. autofunction:: scatter
docs/source/functions/segment_coo.rst 0 → 100644
View file @ 0799bc08
Segment COO
===========
.. automodule:: torch_scatter
:noindex:
.. autofunction:: segment_coo
docs/source/functions/segment_csr.rst 0 → 100644
View file @ 0799bc08
Segment CSR
===========
.. automodule:: torch_scatter
:noindex:
.. autofunction:: segment_csr
docs/source/index.rst 0 → 100644
View file @ 0799bc08
:github_url: https://github.com/rusty1s/pytorch_scatter
PyTorch Scatter Documentation
=============================
This package consists of a small extension library of highly optimized sparse update (scatter and segment) operations for the use in `PyTorch <http://pytorch.org/>`_, which are missing in the main package.
Scatter and segment operations can be roughly described as reduce operations based on a given "group-index" tensor.
Segment operations require the "group-index" tensor to be sorted, whereas scatter operations are not subject to these requirements.
All included operations are broadcastable, work on varying data types, are implemented both for CPU and GPU with corresponding backward implementations, and are fully traceable.
.. toctree::
:glob:
:maxdepth: 0
:caption: Package reference
functions/scatter
functions/segment_coo
functions/segment_csr
functions/composite
Indices and tables
==================
* :ref:`genindex`
* :ref:`modindex`
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