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* PPIDataset

* Revert "PPIDataset"

This reverts commit 264bd0c960cfa698a7bb946dad132bf52c2d0c8a.

* data pipeline user guide

* remove chapter numbers

* Update data.rst

* image in dataset userguide

* update links using ref

* modify the link of save_graphs and load_graphs in dataset user guide

* move image to s3 server.

* fix links and ref

* Hide implementations that may cause confusions to the user

* add papers

* fix number of classes in Amazon Cobuy datasets

* add two papers to Awesome paper list

* Update README.md

Added three papers using DGL:
NHK_STRL at WNUT-2020 Task 2: GATs with Syntactic Dependencies as Edges and CTC-based Loss for Text Classification
Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations
PGM-Explainer: Probabilistic Graphical Model Explanations for Graph Neural Networks

* Update

* Update

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* Update README.md

* Update README.md

* Update

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* Update

* Update

* Update

* Update

* first commit

* some thoughts

* move around

* more commit

* more fixes

* now it uses torch allocator

* fix symbol export error

* fix

* fixes

* test fix

* add script

* building separate library per version

* fix for vs2019

* more fixes

* fix on windows build

* update jenkinsfile

* auto copy built dlls for windows

* lint and installation guide update

* fix

* specify conda environment

* set environment for ci

* fix

* fix

* fix

* fix again

* revert

* fix cmake

* fix

* switch to using python interpreter path

* remove scripts

* debug

* oops sorry

* Update index.rst

* Update index.rst

* copies automatically, no need for this

* do not print message if library not found

* tiny fixes

* debug on nightly

* replace add_compile_definitions to make CMake 3.5 happy

* fix linking to wrong lib for multiple pytorch envs

* changed building strategy

* fix nightly

* fix windows

* fix windows again

* setup bugfix

* address comments

* change README

* PPIDataset

* Revert "PPIDataset"

This reverts commit 264bd0c960cfa698a7bb946dad132bf52c2d0c8a.

* data pipeline user guide

* remove chapter numbers

* Update data.rst

* image in dataset userguide

* update links using ref

* modify the link of save_graphs and load_graphs in dataset user guide

* move image to s3 server.

* fix links and ref

* Hide implementations that may cause confusions to the user

* add papers

* add 4 papers

* fix

* Update README.md

* Update README.md

Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

Add GraphHINGE paper (Conference Version (KDD'20) and Journal Version) in Awesome Papers Using DGL.
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

* Update README.md

* Update README.md

* Update README.md

* Update README.md

* [Readme] 0.5.0 release and bump to new prerelease versions

* bump version

* Add dotproduct attention

* [Feature] Add dotproduct attention

* [Feature] Add dotproduct attention

* [Feature] Add dotproduct attention

* [New] Update landing page

* [New] Update landing page

* [New] Update landing page

* [Doc] Update landing page

* [Doc] Update landing page

* [Doc] Update landing page

* [Doc] Update landing page

* [Doc] Update landing page

* [Doc] Update landing page

* [Doc] Update landing page

* [Doc] Update landing page
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>

* Move LifeSci

* Remove doc

* add cuda 10.2

* type

* TF backend fix and new logic to choose backend

* fix

* fix

* fix

* fix

* fix backend

* fix

* dlpack alignment

* add flag

* flag

* lint

* lint

* remove unused

* several fixes
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

Update README with both latest and stable doc links

* Update README.md

* Update README.md

* Update README.md
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>

* Update README.md

 add News section for zz request.

* Update README.md

* Update README.md
Co-authored-by: Minjie Wang <minjie.wang@nyu.edu>

* new readme

* try resize

* try center

* more imgs

* fix