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* [example] arma

* update

* update

* update

* update

* update

* [example] dimenet

* [docs] update dimenet

* [docs] update tf results

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

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

* finish graph matching gpu version

* use C++ shuffle

* finish graph matching

* fix bug

* fix bug

* change name and use swap

* upt

* fix format problem

* fix format problem

* stronger test

* upt

* upt

* change python api

* upt

* upt

* format check

* upt

* upt

* fix bug
Co-authored-by: Tong He <hetong007@gmail.com>

* [Feature] Support QM9Edge Datset

* Update qm9_edge.py

* disable tqdm

* Update qm9_edge.py

* Update qm9_edge.py

* Update qm9_edge.py

* Update qm9_edge.py

* Update qm9_edge.py

* Update qm9_edge.py

* Update qm9_edge.py

* remove preprocessing part

* add comparisons in qm9.py

* [docs] add qm9edge dataset
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* Update

* update

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

* support gpu training.

* remove unnecessary arguments.

* update README.

* update time measurement.

* add zero_grad.
Co-authored-by: Ubuntu <ubuntu@ip-172-31-9-132.us-west-1.compute.internal>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>

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

* rename block to mfg

* revert

* rename

* Update partition.py

* fix lint.
Co-authored-by: Da Zheng <zhengda1936@gmail.com>

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

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

* add docstring for gin

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

* upd

* lint

* upd

* fix

* fix

* upd

* upd

* fix

* warning

* upd

* upd

* Fix munmap bug

* lint

* update
Co-authored-by: Ubuntu <ubuntu@ip-172-31-56-220.ec2.internal>

* Add warning for invalid graph of edge UDF

* lint
Co-authored-by: Ubuntu <ubuntu@ip-172-31-56-220.ec2.internal>

* fix

* lint

* lint

* upd

* fix

* upd

* upd

* upd

* upd

* upd

* upd

* upd

* upd

* upd

* fix

* refactor

* upd test

* large feat_len or n in segment reduce

* lint

* reorg

* change titles

* rm some stale API doc; minor fix

* fix docs

* add warning

* rm new-tutorial run in ci

* lint

* update DistGraph docstrings.

* add user guide.

* add doc string.

* fix.

* fix.

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

Co-authored-by: Ubuntu <ubuntu@ip-172-31-56-220.ec2.internal>
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

* Update edgeconv.py

* update edgeconv to builtin

* add explanation on why ReLU is not there

* remove redundant code

* upd

* fix weight and sum

* upd sortpool

* upd

* fix

* upd

* upd

* udp

* upd

* upd

* upd

* upd

* upd

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

* fix doc

* update docstring for transformation on batch graph

* update cn guide

* fix format

* update rst

* Add start of to_block gpu implementation

* Pull in more changes from 0.4.2 cuda_to_block

* Move more code to IdArray

* Refactor DeviceNodeMapMaker

* Updates

* get compiling

* Integrate to_block

* Fix ID allocation

* Minor fixes

* Cleanup cuda calls to use cuda_common

* Reduce kernel calls

* Lint cleanup

* Expand documentation

* Remove unused function

* Rename variables for consistency

* Add doxygen comments

* Fix file extension

* Remove raw asynccopy for deviceapi

* Remove unused function

* Fix block/tile configuration

* Add cuda_device_common.cuh

* Add basic hashtable

* Migrate part of hashtable

* Refactor to use external hashtable

* Make functions members

* Format hash table functions

* Migrate duplicate filling

* Move last function over

* Refactor with cu file

* lint c++ code

* Move context check to C++ code

* Use macro switch

* Add missing files

* Update docstring

* update docs

* Move atomic functions

* Refactor hashtable

* Fix linting

* Expand docs

* Fix mismatched argument names

* Switch doxygen comments from using @param to \param
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

* large graph training tutorials

* add full graph link prediction update

* fix

* fix

* fix

* addressed comments

* update

* Misc fix

* Update

* Fix pytorch TCP kvstore bug

* lint

* Fix

* upd

* Fix lint

* Fix

* trigger

* fix
Co-authored-by: Ubuntu <ubuntu@ip-172-31-56-220.ec2.internal>

[Dataset] Change the Data Type of the Node Features in GINDataset/TUDataset from Float64 to Float32 (#2592)

* Update

* Update

* Update

* update
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
Co-authored-by: Tong He <hetong007@gmail.com>

* upd

* trigger

* upd

* fix

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

* [Feature] Add reverse edges in CitationGraphDataset

* fix bug

* fix bug

* fix bug

* Update python/dgl/data/citation_graph.py
Co-authored-by: Xiangkun Hu <huxk_hit@qq.com>

* fix notes

* fix notes

* fix bugs

* solve requested changes

* fix bug

* fix bug
Co-authored-by: Xiangkun Hu <huxk_hit@qq.com>

* upd

* upd

* fix heterograph conv

* remove test cases

* fix test

* fix test

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

* add multihead in DotGatConv

* Fix spacing issue

* Add Unit test for dotgat

* Modified Unit test for dotgat

* Add transformer like divisor

* Update dotgatconv.py
Co-authored-by: Chen <chesirui@3c22fbe5458c.ant.amazon.com>
Co-authored-by: Zihao Ye <expye@outlook.com>