GitLab

* new tutorials for small graphs

* address changes and use GraphDataLoader

* fix and add data

* fix load_data

* style fixes

* Update 5_graph_classification.py

* add graph dataloader

* add to doc

* fix

* fix

* fix docstring

* update according to torch default_collate

* add unittest

* fix

* fix lint

* fix

* wip

* udp

* upd

* fix typo

* lint

* lint

* upd

* upd

* lint

* lint

* upd

* upd

* tftest

* fix

* fallback numpy

* fix tf

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

Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>

* 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

* upd

* fix-link

* lint

* Update gatedgraphconv.py

* Update entity_classify.py

* Update data-process.rst

* Update reading_data.py

* Update data-process.rst

* Update utils.py

* Update knowledge_graph.py

* Update entity_classify.py

* Update rdf.py

* Update entity_classify_mb.py

* Update test_classify.py

* Update tensor.py

* Update sparse.py

* Update entity_classify_mp.py

* Update 6_line_graph.py

* remove details about message passing optimization

* address comments

Remove the out-dated part. Add a link to the get started page.

* [Doc] Add CN index page

* [Doc] Test table in contributor list

* [Doc] Test table in contributor list

* [Doc] Add table contents in contributor list

* [Doc] Add table contents in contributor list

* [Doc] Edit table contents in contributor list

* [Doc] Edit table contents in contributor list
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

* modify the wrong code in initialize the hetero_graph negative sampler

the etype in hetero graph should be name of edges
self.weights = {
            etype: g.in_degrees(etype=etype).float() ** 0.75
            for _, etype, _ in g.canonical_etypes
        }
the original code will give etype a Tuple format, it cannot apply to the next processing:
self.weights[etype].multinomial(len(src), replacement=True)
and I add the part which confusing me to generate eid_dict

* fix
Co-authored-by: Quan Gan <coin2028@hotmail.com>
Co-authored-by: Shaow <coco11563@yeah.net>

* [Doc] Add CN chapter 5

* [Doc] Add CN 5.1

* [Doc] Add CN 5.2, 5.3, and 5.4 raw text

* [Doc] Add CN 5.2, 5.3, and 5.4 raw text

* [Doc] Put 5.1 CN parts

* [Doc] Put 5.2，5.3, and 5.4 raw CN parts

* [Doc] Fix linkage bugs.

* [Doc] 1st round of copyediting, Chapter5, 5.1, and part of 5.2

* [Doc] 2nd round of copyediting, removing EN parts.

* [Doc] 2nd round of copyediting, removing EN parts.

* [Doc] 2nd round of copyediting, removing EN parts.

* [Doc] 2nd round of copyediting, removing EN parts.

* [Doc] 3rd round of copyediting.

* [Doc] 4th round of copyediting to Minjie's comments.

* [Doc] 4th round of copyediting to Minjie's comments.

* [Doc] 4th round of copyediting to Minjie's comments.

* [Doc] 4th round of copyediting to Minjie's comments.

* [Doc] 4th round of copyediting to Minjie's comments.

* [Doc] 4th round of copyediting to Minjie's comments.

* [Doc] 5th round of copyediting to Murphy's comments.

* add example code to user guide

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

* 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

* Update

* Update

* Update

* Update

* Update

Co-authored-by: Hongyu Cai <h.tsai@hotmail.com>

* Update

* Update

* Update

* [Feature] Add full graph training with dgl built-in dataset.

* [Feature] Add full graph training with dgl built-in dataset.

* [Feature] Add full graph training with dgl built-in dataset.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Fix] Add random

* [Bug] Fix batch norm error

* [Doc] Test with CN in Sphinx

* [Doc] Test with CN in Sphinx

* [Doc] Remove the test CN docs.

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Doc] fill readme with new performance results

* [Doc] Add Chinese User Guide, graph and 1.5

* [Doc] Add Chinese User Guide, graph and 1.5

* Update README.md

* [Fix] Temporary remove compgcn

* [Doc] Add CN user guide chapter2

* [Test] Tunning format

* [Test] Tunning format

* [Test] Tunning format

* [Test] Tunning format

* [Test] Tunning format

* [Test] Section headers

* [Fix] Fix format errors

* [Fix] Fix format errors

* [Fix] Fix format errors

* [Doc] Add CN-EN EN-CN links

* [Doc] Add CN-EN EN-CN links

* [Doc] Copyedit chapter2

* [Doc] Copyedit chapter2

* [Doc] Remove EN in 2.1

* [Doc] Remove EN in chapter 2

* [Doc] Copyedit first 2 sections

* [Doc] Copyedit first 2 sections

* [Doc] copyedited chapter 2 CN

* [Doc] Add chapter 3 raw texts

* [Doc] Add chapter 3 preface and 3.1

* [Doc] Add chapter 3.2 and 3.3

* [Doc] Add chapter 3.2 and 3.3

* [Doc] Add chapter 3.2 and 3.3

* [Doc] Remove EN parts

* [Doc] Copyediting 3.1

* [Doc] Copyediting 3.2 and 3.3

* [Doc] Proofreading 3.1 and 3.2

* [Doc] Proofreading 3.2 and 3.3

* [Doc] Add chapter 4 CN raw text.

* [Clean] Remove codes in other branches

* [Doc] Start to copyedit chapter 4 preface

* [Doc] copyedit CN section 4.1

* [Doc] Remove EN in User Guide Chapter 4

* [Doc] Copyedit chapter 4.1

* [Doc] copyedit cn chapter 4.2, 4.3, 4.4, and 4.5.

* [Doc] Fix errors in EN user guide graph feature and heterograph

* [Doc] 2nd round copyediting with Murph's comments

* [Doc] 3rd round copyediting with Murph's comments

* [Doc] 3rd round copyediting with Murph's comments

* [Doc] 3rd round copyediting with Murph's comments

* [Sync] syncronize with the dgl master

* [Doc] edited after Minjie's comments, 1st round

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

* support AVX512

* env DGL_CPU_INTEL_KERNEL_ENABLED=1

* env DGL_CPU_INTEL_KERNEL_LOG=1

* Add unittest test_spmm.cc
Co-authored-by: Izabela Mazur <izabela.mazur@intel.com>
Co-authored-by: Michal Szarmach <michal.szarmach@intel.com>

Review patch

* Disable copying for anywhere but the GPU

* Remove unused import and remove references to transferring from the GPU from the docs

* Skip gpu test in cpu mode
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

* Update docs

* Make non-default streams non-blocking

* Add async transferer class

* Add async ndarray copy interface

* Add python bindings

* Fix comment

* Add python class

* Fix linting issues

* Add python unit test

* Update python interface

* move async_transferer to cuda only directory

* Fix linting issue

* Move out of contrib

* Add doc strings

* Move test compute from backend

* Update comment

* Fix test naming

* Fix argument usage

* Wrap/unwrap backend parameters

* Move to dataloading

* Move to 'dataloading'

* Make GPU/CPU compatible

* Fix unit tests

* Add docs

* Use only backend interface for datamovement in unit test

Some of SAGEGraph equation has typos.

* [Feature] Add full graph training with dgl built-in dataset.

* [Feature] Add full graph training with dgl built-in dataset.

* [Feature] Add full graph training with dgl built-in dataset.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Fix] Add random

* [Bug] Fix batch norm error

* [Doc] Test with CN in Sphinx

* [Doc] Test with CN in Sphinx

* [Doc] Remove the test CN docs.

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Doc] fill readme with new performance results

* [Doc] Add Chinese User Guide, graph and 1.5

* [Doc] Add Chinese User Guide, graph and 1.5

* [Doc] Add Chines User Guide

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* Update README.md

* [Doc] Finalize CN user guide chapter 1

* [Doc] Finalize CN user guide chapter 1

* [Doc] Finalize CN user guide chapter 1

* [Doc] Add CN link in user guide chapter 1

* [Doc] Add CN link in user guide chapter 1

* [Fix] Temporary remove compgcn

* [Doc] Add Chines User Guide

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] Finalize CN user guide chapter 1

* [Doc] Finalize CN user guide chapter 1

* [Doc] Finalize CN user guide chapter 1

* [Doc] Add CN link in user guide chapter 1

* update hash in 3rd party

* [Fix] copyedit some errors

* [Fix] copyedit some errors

* [Fix] copyedit some errors

* [Fix] copyedit some errors

* [Fix] copyedit some errors

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

Co-authored-by: Ubuntu <ubuntu@ip-172-31-52-53.us-west-2.compute.internal>

* [Feature] Add full graph training with dgl built-in dataset.

* [Feature] Add full graph training with dgl built-in dataset.

* [Feature] Add full graph training with dgl built-in dataset.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Fix] Add random

* [Bug] Fix batch norm error

* [Doc] Test with CN in Sphinx

* [Doc] Test with CN in Sphinx

* [Doc] Remove the test CN docs.

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Doc] fill readme with new performance results

* [Doc] Add Chinese User Guide, graph and 1.5

* [Doc] Add Chinese User Guide, graph and 1.5

* [Doc] Refactor and split chapter 4

* [Fix] Remove CompGCN example codes

* [Doc] Add chapter 2 refactor and split

* [Fix] code format of savenload

* [Doc] Split chapter 3

* [Doc] Add introduction phrase of chapter 2

* [Doc] Add introduction phrase of chapter 2

* [Doc] Add introduction phrase of chapter 3

* Fix

* Update chapter 2

* Update chapter 3

* Update chapter 4
Co-authored-by: mufeili <mufeili1996@gmail.com>

* [bug][doc] Fix bug in batched heterograph training documentation

* added references of "above" with hyperlinks

* address comments

* fix API doc on EdgeDataLoader
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* Fix doc and user guide

* Update heterograph.py
Co-authored-by: Ubuntu <ubuntu@ip-172-31-13-9.us-west-2.compute.internal>

* fix link in message passing doc

* more specific link

* Update Doc for UDFs

* add degree bucketing explanation

* Update udf.rst

* Update
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

Co-authored-by: Zihao Ye <expye@outlook.com>