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* Deprecate multi-graph

* Handle heterograph and edge_ids

* lint

* Fix

* Remove multigraph in C++ end

* Fix lint

* Add some test and fix something

* Fix

* Fix

* upd

* Fix some test case

* Fix

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

* Add HeteroGraphConv

* add custom aggregator; some docstring

* debugging

* rm print

* fix some acc bugs

* fix initialization problem in weight basis

* passed tests

* lint

* fix graphconv flag; add error message

* add mxnet heteroconv

* more fix for mx

* lint

* fix torch cuda test

* fix mx test_nn

* add exhaust test for graphconv

* add tf heteroconv

* fix comment

* [Feature] Casting between DGLGraph and DGLHeteroGraph

* lint

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

* fix

* fix

* patch

* turn off tf test

* skip test

* fix

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

* [BUG] Another fix on remove edges when all edges are removed

* fix mxnet

* fix dgl data.

* remove more.

* fix.

* fix.
Co-authored-by: Ubuntu <ubuntu@ip-172-31-16-150.us-west-2.compute.internal>

* fix is_multigraph in from_coo.

* add tests for partition.

* fix.

* Revert "add tests for partition."

This reverts commit cb8c8555da3e0c70a482c2d639adce2943475bfc.

* fix everywhere from_scipy_sparse_matrix is used.

Update README with both latest and stable doc links

* patched 1_first

* done 2_basics

* done 4_batch

* done 1_gcn, 9_gat, 2_capsule

* 4_rgcn.py

* revert

* more fix

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

* Update README and config

* upd
Co-authored-by: Ubuntu <ubuntu@ip-172-31-60-78.ec2.internal>

* multiple fixes

* lint

* lint x2

* fix for new ntype API for blocks

* adding two new interfaces

* update metis

* update

* update dataloader

* update dataloader

* new script

* update

* update

* update

* update

* update

* update

* update

* update dataloader

* update

* update

* update

* update

* update

* update

* update

* Add license to every filer header

* update metis

* update

* update dataloader

* update dataloader

* new script

* update

* update

* update

* update

* update

* update

* update

* update dataloader

* update

* update

* update

* update

* update

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

* change the model to use node embedding only

* minibatch training

* add readme

* small fix

* backward-compatible

* backward compatible

* modify to_block; rgcn changed

* fix

* fix transform

* fix bug in unittest script

* docstring

* fix lint

* add tests

* address comments; fix offline eval

* gitignore

* improve speed

* fix bugs

* upd reg test

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

* partition a KG.

* get tid.

* support builtin

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

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Fix coo_sort

* Add COOSort test

* Fix

* omp

* coo2csr can benefit from sorted coo

* Add more test code

* Add LIBCXX_ENABLE_PARALLEL_ALGORITHMS to Makefile

* upd

* Turn off LIBCXX_ENABLE_PARALLEL_ALGORITHMS by default
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* Add filtered metrics for R-GCN example

* Add new line to end of file

* Add evaluation protocol argument option for R-GCN example

* Update README
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* fix a partition.

* add comments.

* make graph symmetric

* call gklib routine.

* use gklib version except in windows.

* minor errors.

* fix test.

* update doc.

* fix a compile error.

* fix.

* add comments for the new C API.

* fix a bug.

* address comments.

* fix compile error.

* fix comment.

* upd

* upd

* upd

* upd

* upd

* adjust batch size.

* fix for eval.py

* adjust parameters in distributed training.

* move code.

* compact

* prealloc memory for hashtable

* Fix

* upd

* Reduce memory

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

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

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* clean up args

* change args for eval

* update

* update

* update

* update num_worker=8

* add num_proc=1

* update

* update

* add eval percent

* update

* update

* update

* save emb

* update

* update

* update

* update

* update

* remove neg_chunk_size

* update

* update

* update

* remove

* update

* remove

* change num_thread

* patch

* fix+1

* add readme

* fix error message

* patch

* fix+1

* add readme