项目文件夹

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T

Minjie Wang 9737b2700f [Model][Hetero] GCMC using new hetero APIs (#860 )

* init

* rm data

* README

* fix rating values that are not decimal

* rm stale codes

* small fix

* upd

* rewrite decoder

* fix many

* many fix; performance matched

* upd; handle sparse input

* upd

* address comments

* more docstring; download data automatically

* shared param mode

2019-09-26 17:50:38 -04:00

dis_kvstore

[KVStore] Distributed kvstore (#851 )

2019-09-11 14:54:50 +08:00

gat

[Feature] Edge softmax on a subset of edges in the graph. (#842 )

2019-09-09 13:44:56 +08:00

gcmc

[Model][Hetero] GCMC using new hetero APIs (#860 )

2019-09-26 17:50:38 -04:00

gcn

[Refactor] Interface of nn modules (#798 )

2019-08-27 22:29:25 +08:00

rgcn

[NN] RGCN modules (#744 )

2019-08-23 16:38:48 -04:00

sampling

[BUGFIX] copy graph index to shared memory. (#634 )

2019-06-12 01:32:25 -07:00

sse

[Examples] Run all the examples (#623 )

2019-06-09 00:26:13 -04:00

tagcn

[NN] Add MXNet impl for TAGCN module. (#799 )

2019-08-28 13:19:17 +08:00

tree_lstm

[Examples] Run all the examples (#623 )

2019-06-09 00:26:13 -04:00

README.md

[Doc] Add readme to mxnet gat (#300 )

2018-12-17 04:36:26 -08:00

util.py

Reorg folders; basic impl of the APIs

2018-06-14 21:37:43 -04:00

README.md

Model Examples using DGL (w/ MXNet backend)

use DGLBACKEND=mxnet to use MXNet as DGL's backend

Examples:

DGLBACKEND=mxnet python gcn_batch.py --dataset cora
DGLBACKEND=mxnet python gat_batch.py --dataset cora

Each model is hosted in their own folders. Please read their README.md to see how to run them.

To understand step-by-step how these models are implemented in DGL. Check out our tutorials