Minjie Wang 0227ddfb66 [NN] Rework RelGraphConv and HGTConv (#3742) ...

* WIP: TypedLinear and new RelGraphConv

* wip

* further simplify RGCN

* a bunch of tweak for performance; add basic cpu support

* update on segmm

* wip: segment.cu

* new backward kernel works

* fix a bunch of bugs in kernel; leave idx_a for future

* add nn test for typed_linear

* rgcn nn test

* bugfix in corner case; update RGCN README

* doc

* fix cpp lint

* fix lint

* fix ut

* wip: hgtconv; presorted flag for rgcn

* hgt code and ut; WIP: some fix on reorder graph

* better typed linear init

* fix ut

* fix lint; add docstring

2022-02-23 12:10:20 +08:00

..

dgl.contrib.UnifiedTensor.rst

[Doc] Add an official documentation of UnifiedTensor (#3194)

2021-08-02 22:40:51 +08:00

dgl.data.rst

refine

2022-02-17 02:00:10 +00:00

dgl.dataloading.rst

[Sampling] New sampling pipeline plus asynchronous prefetching (#3665)

2022-01-30 16:13:00 +08:00

dgl.DGLGraph.rst

[Feature] Pin dgl.graph to the page-locked memory (#3616)

2022-01-21 16:13:12 +08:00

dgl.distributed.rst

[Distributed] Deprecate old DistEmbedding impl, use synchronized embedding impl (#3111)

2021-07-14 00:15:53 +08:00

dgl.function.rst

[Doc] Fix spelling, references and update info on building docs (#3682)

2022-01-25 17:22:18 +08:00

dgl.geometry.rst

[Doc] Re-organize the code for dgl.geometry, and expose it in the doc (#2982)

2021-06-07 11:19:39 +08:00

dgl.multiprocessing.rst

[Feature] Replacing thread_wrapped_func with minimal mp.Process wrapper (#2905)

2021-05-14 11:34:49 +08:00

dgl.ops.rst

[Feature] Gather mm (#3641)

2022-02-14 22:27:23 -05:00

dgl.optim.rst

[Feature] Add support for sparse embedding (#2451)

2021-01-28 00:26:49 +08:00

dgl.rst

[Feature] k-hop Subgraph Extraction (#3458)

2021-11-04 15:47:35 +08:00

dgl.sampling.rst

[Feature] Negative sampling (#3599)

2022-01-07 18:26:14 +08:00

index.rst

[Transform] Module Interface for Transform (#3636)

2022-01-17 17:45:07 +08:00

knn_benchmark.rst

[Doc] Add KNN Benchmark Results (#3055)

2021-06-28 16:13:56 +08:00

nn.functional.rst

[Doc] Tutorials re-organization (#2683)

2021-02-20 17:42:45 +08:00

nn.mxnet.rst

[Doc] Scan the API docs and make many changes (#2080)

2020-08-20 23:26:49 +08:00

nn.pytorch.rst

[NN] Rework RelGraphConv and HGTConv (#3742)

2022-02-23 12:10:20 +08:00

nn.rst

[Doc] Tutorials re-organization (#2683)

2021-02-20 17:42:45 +08:00

nn.tensorflow.rst

[Doc] Tutorials re-organization (#2683)

2021-02-20 17:42:45 +08:00

transform.rst

[Transform] Modules for Augmentation (#3668)

2022-01-25 20:29:46 +08:00

udf.rst

[Doc] Update Doc for UDFs (#2131)

2020-09-13 04:57:06 +08:00