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* Fix bug #1779

* Fix
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* line graph

* update docstring

* Add test and compile OK

* Add python API

* Fix linty

* Fix

* Fix

* upd

* upd

* Fix

* merge

* Fix

* fix

* upd

* lint

* Fix
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

* Matrix union

* Pass test

* Fix lint

* return map for unionCOO/unionCSR

* Revert "return map for unionCOO/unionCSR"

This reverts commit 28e96c40f0659f02b33d88bcf528af6a6267726d.

* Update

* lint

* lint

* Fix doc
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* Matrix to simple

* Pass test

* new impl

* Fix test

* Fix lint

* trigger

* upd

* Fix comments
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* add in_subgraph on DistGraph.

* check in more.

* fix test.

* add comments.

* fix test.

* update test.

* update.

* rename.

* update comment

* fix test

* update

* update

* update

* fix

* fix.

* update.

* fix

* add assert
Co-authored-by: Chao Ma <mctt90@gmail.com>

* add nonzero op

* 111

* fix doc
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>

* Fix hetero serialize

* Add test case
y
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>

* Compile OK

* Fix compile

* Explore reverse to heterograph_indx and add python test code

* lint

* Fix some bug

* Fix bug

* upd

* Fix

* fix lint

* Fix

* Fix

* test

* triger

* Fix

* upd

* add TODO

* upd
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>
Co-authored-by: Zihao Ye <expye@outlook.com>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>

* add sparse embedding.

* fix

* add test.

* man fixes.

* many fixes

* fix sparse emb.

* fix.

* fix lint.

* fix lint.

* fix kvstore.

* expose DistTensor.

* test sparse embeddings.

* add attach_grad to the backends.

* remove part_id

* fix.

* move backward computation.

* move more computation to backend.

* fix a bug when applying learning rate.

* fix a few things.

* fix a few things.

* add docstring

* fix.

* apply no_grad.

* fix tests.

* fix for other frameworks.

* add examples in docstring.

* Revert "Serialize server and client start for dist_graph_store test (#1736)"

This reverts commit da16ebf0.

* sleep

* neighbor sampler data loader first commit

* more commit

* nodedataloader

* fix

* update RGCN example

* update OGB

* fixes

* fix minibatch RGCN crashing with self loop

* reverting gatconv test code

* fix

* change to new solution that doesn't require tf dataloader

* fix

* lint

* fix

* fixes

* change doc

* fix docstring

* docstring fixes

* return seeds and input nodes from data loader

* fixes

* fix test

* fix windows build problem

* add pytorch wrapper

* fixes

* add pytorch wrapper

* add unit test

* add -1 support to sample_neighbors & fix docstrings

* docstring fix

* lint

* add minibatch rgcn evaluations
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
Co-authored-by: Tong He <hetong007@gmail.com>

Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* fix.

* fix tests.

* fix

* add tests.

* fix.

* have default rank.

* add comment.

* fix test.

* remove check

* simplify code.

* add test.

* split data evenly.

* simplify the distributed training code.

* add comments.

* add comments.

* 111

* add history version test

* fix

* 111

* save

* ``

* fix1

* 111

* add save heterograph

* lint

* lint

* add tests

* minor fix

* fix

* docs

* add format tets

* use unique_ptr

* fix

* fix interface

* 111

* 111

* fix

* lint

* fix

* add support to s3

* fix

* fix

* fix leak

* fix

* fix docs

* fix

* linlt

* fix

* fix

* fix

* address comment

* address comment
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>

* add num_clients to kvstore

* update

* update

* update

* update

* update

* update

* update

* fix lint

* update

* update

* update

* add test

* update

* update

* update

* update

* fix test

* update

* update

* update

* update

* update

* update

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

* Fix (#1)

* Update

* Fix

* Fix

* Update

* Fix

* Fix

* Fix

* Fix

* Fixg

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Add test case

* Trigger CI (#2)

* Update

* Fix

* Fix

* Update

* Fix

* Fix

* Fix

* Fix

* Fixg

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Add test case

* test

* Fix (#3)

* Update

* Fix

* Fix

* Update

* Fix

* Fix

* Fix

* Fix

* Fixg

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Add test case

* test

* Fix

* Fix

* Roll back

* Roll back

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

* start

* coo csr union partition

* lint

* lint

* lint

* Add matrix->data transform

* update

* Fix window compile

* Add CSR support for DisjointPartition

* lint

* Fix

* Use IdArray Op

* Concat ready

* Fix and all pass

* resolve comments

* Add union COO C++ test

* Add C++ test for csr

* lint

* triger

* Update include

* Fix merge

* test
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* dgl.subgraph support using Bool mask tensor

* support numpy boo tensor and add some test

* Update

* Fix docstring
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* add cub; array cumsum

* CSRSliceRows

* fix warning

* operator << for ndarray; CSRSliceRows

* add CSRIsSorted

* add csr_sort

* inplace coosort and outplace csrsort

* WIP: coo is sorted

* mv cuda_utils

* add AllTrue utility

* csr sort

* coo sort

* coo2csr for sorted coo arrays

* CSRToCOO from sorted

* pass tests for the new kernel changes

* cannot use inplace sort

* lint

* try fix msvc error

* Fix g.copy_to and g.asnumbits; ToBlock no longer uses CSC

* stash

* revert some hack

* revert some changes

* address comments

* fix

* fix to_block unittest

* add todo note

* add constraint.

* fix bugs.

* temp fix.

* fix lint

* add balance_ntypes and balance_edges

* add comments.

* fix.

* fix

* optimize sampling neighbors from the local partition.

* fix minior bugs.

* fix lint

* overlap local sampling and remote sampling.

* fix.

* fix lint.

* fix a potential bug.
Co-authored-by: Chao Ma <mctt90@gmail.com>

* Fix bugs in partitioning.

* add comment.

* fix lint.

* fix test.

* add more tests.

* simplify the fix

* fix.

* g.edata and g.ndata support multiple ntype and etype

* Add test case

* support g.srcdata and g.dstdata

* Fix test

* lint

* Fix

* Fix some comments

* lint
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* fix a bug.

* add msg for assert

* New version for the convolutional layer

* Minor changes

* Minor changes

* Update python/dgl/nn/pytorch/conv/chebconv.py
Co-authored-by: Zihao Ye <zihaoye.cs@gmail.com>

* Resolved variable miss-naming, import simplifying and raising warning

* Added dg_warnings instead of warnings.warn

* add doc

* upd

* upd
Co-authored-by: Zihao Ye <zihaoye.cs@gmail.com>
Co-authored-by: yzh119 <expye@outlook.com>

* fix #1641

* lint

* udp

* simplify

* sddmm dot cpu

* upd

* format

* upd

* compatible with MJ's PR

* lint

* upd

* upd

* upd

* python end

* upd

* upd

* lint

* lint

* upd

* upd

* upd

* upd

* upd

* lint

* fix mxnet

* upd

* lint

* use minjie's ptr

* macro

* upd

* reorg

* lint

* fix corner cases

* upd

* enrich cpu docs

* upd

* upd

* lint

* lint

* pylint

* sx review

* improve docstring

* python doc

* upd

* restructure

* lint

* upd test

* upd

* pylint

* fix corner cases and test

* working framework without actual algorithm logic

* rename

* fix

* fps passes compilation

* correct algorithm

* add cuda implementation

* update random start

* before refactor

* pass compilation but cuda not working

* working

* code working, will add docstring

* add mxnet support

* update docstring

* update doc and test

* cpplint

* cpcplint

* pylint

* temporary fix

* fix for win64

* fix unitetest

* fix

* fix

* remove comment

* move to geometry package

* remove redundant include

* add docstrings and comments

* add proof

* add validity check

* add cuda utils; change g.to; add g.device

* split array.h into several headers

* cuda index select

* file

* three cuda kernels

* add cuda elementwise arith and several others

* cuda CSRIsNonZero

* fix lint

* lint

* lint

* fix bug in changing ctx to property

* address comments

* remove unused codes

* address comments

* traversal to new framework

* add new

* Fix compile

* Pass test

* keep old version

* lint

* lint

* Fix

* Fix

* Fix compatability with new master

* Fix test and tutorials

* Update according to comments

* Fix test
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* fix

* test1111

* 111

* 111

* fff

* lint

* 111

* lint

* lint

* 111

* fijx

* 111

* fix

* 111

* commit

* 111

* 111

* lint

* fix typo

* fix

* lint

* fix

* 111

* support mxnet

* support mxnet

* lint

* remove print

* fix

* fix test.

* fix test.

* fix test.

* try to fix an undetermistic error.
Co-authored-by: Chao Ma <mctt90@gmail.com>
Co-authored-by: Da Zheng <zhengda1936@gmail.com>