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* c++ heterograph interfaces

* addressing comments

* update hetero api

* missing interfaces

* fix lint

* upd

* Add stronger test

* Update test_nn.py

* Update test_nn.py

* trigger

* trigger

* trigger

* Add serialization

* fix broken badge

* Revert "Add serialization"

This reverts commit e838bb1faa2503d14593d702be00514f936c9027.

* fix

* [Feature][RFC] Heterogeneous graph interface (#553)

* heterogeneous graph interface

* lint

* disable lints

* disable lint checks

* change node_types to dict

* update

* update

* heterograph view

* message passing with types

* clarifications

* graph queries

* clarifications

* moving add_XXX to Base

* from_networkx

* register functions

* Update heterograph.py

* lint.

* update speed numbers in readme

* numbers in examples/pytorch/readme

* use new split.

* fix.

* fix.

* add zero copy from numpy.

* workspace and disable mx tutorial

* try cleanws

* poke

* poke

* poke

* enable tutorial test in CI.

* reduce overhead.

* bump up version

* conda+cuda trial

* switch conda branch

* revert

* disable cudnn

* windows cuda arch fix

* more fix

* give warning.

* fix.

* update error msg.

* bump up version

* conda+cuda trial

* switch conda branch

* revert

* disable cudnn

* copy graph index to shared memory.

* fix.

* fix.

* fix.

* use a diff name for in-csr and out-csr.

* fix lint.

* remove print.

* add test.

* add comments.

* fix doc

* fix some format and warnings

* fix

* add doc of NodeFlow.

* add missing API in nodeflow.

* add docs and two more API to NodeFlow.

* add more docs.

* fix.

* fix.

* fix.

* add docs for distributed sampler.

* fix gat memory increase bug

* work around mxnet memory leak bug

* comments

* poke linter

* lint

* lint

* doc page for builtin functions; install from source doc

* upload rst

* update

* to_bidirected

* to_bidirected

* Fix style

* Fix

* Update

* Fix

* Fix

* Update

* Add examples

* enable tutorial test in CI.

* extand DGLGraph graph_data.

* update doc.

* Revert "enable tutorial test in CI."

This reverts commit cd774067180922bb6ae979bde4aecbffc61c8147.

* accept DGLGraph in graph store.

* fix graph store for Pytorch.

* add test.

* fix dtype error in test

* disable test on GPU.

* test avoid windows.

* fix shared-memory test.

* use script to control testing environment.

* update test.

* enable all tests.

* fix test script.

* add tests.

* distinguish layer-local nid and nodeflow nid.

* use numpy assert_array_equal and assert_allclose

* fix map_from_parent_nid

* fix test

* fix test.

* renmae remap.

* update doc.

* update doc.

* update doc.

* fix test.

* fix test.

* all pytorch examples

* scan through mxnet examples

* change reddit data

* tweak numerical range for unittest

* fix ci

* fix ci

* fix

* add seed to workaround

* fix gat code to use latest edge softmax module

* avoid transpose

* update README

* use edge_softmax op

* mxnet edge softmax op

* mxnet gat

* update README

* fix unittest

* fix ci

* fix mxnet nn test; relax criteria for prod reducer

* add graph_to

* use backend copy_to

* add test

* fix test

* framework agnostic to() test

* disable pylint complaint

* add examples

* fix docstring

* formatting

* Format

* Update test_to_device.py

* upd

* upd

* reformat

* upd

* upd

* add test

* fix arange

* fix slight bug

* upd

* trigger

* upd docs

* upd

* upd

* upd

* change subgraph to be raw data wrapper

* upd

* fix test

* fix.

* add comments.

* handle negative layer id and block id.

* add tests.

* fix.

* fix.

* cmake fixes for older systems

* allow specification of cuda path

* test script fixes to enable openmp & test

* update minigun; disable minigun partial frontier compile