Files
dgl/docs/source/api/python/transforms.rst
rudongyu 290b7c25c2 [Transform] Random Walk Positional Encoding & Laplacian Positional Encoding (#3869)
* [Transform] Random Walk Positional Encoding & Laplacian Positional Encoding

* Update python/dgl/transforms/module.py

Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* Update python/dgl/transforms/functional.py

Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* Update python/dgl/transforms/functional.py

Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* Update python/dgl/transforms/functional.py

Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* Update python/dgl/transforms/functional.py

Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* Update python/dgl/transforms/functional.py

Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* Update python/dgl/transforms/functional.py & python/dgl/transforms/module.py

* update python/dgl/transforms/functional.py

* update doc indexing

* update unit test

* support weighted graphs for random_walk_pe

* change reference

* fix linter errors

* fix datatype compatibility with MXNet & TF

* fix device errors

* fix result precision errors

* change tensorflow abs api

* reboost CI

Co-authored-by: Mufei Li <mufeili1996@gmail.com>
2022-03-30 15:59:28 +08:00

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ReStructuredText

.. _apitransform-namespace:
dgl.transforms
==============
.. currentmodule:: dgl.transforms
.. automodule:: dgl.transforms
.. autosummary::
:toctree: ../../generated/
:nosignatures:
:template: classtemplate.rst
BaseTransform
Compose
AddSelfLoop
RemoveSelfLoop
AddReverse
ToSimple
LineGraph
KHopGraph
AddMetaPaths
GCNNorm
PPR
HeatKernel
GDC
NodeShuffle
DropNode
DropEdge
AddEdge
RandomWalkPE
LaplacianPE