项目文件夹

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Da Zheng 7c47d8c9b4 [Feature] Simplify shared memory graph index (#1381 )

* simplify shared memory graph index.

* fix.

* remove edge_dir in SharedMemGraphStore.

* avoid creating shared-mem graph store with from_csr.

* simplify from_csr.

* add comments.

* fix lint.

* remove the test.

* fix compilation error.

* fix a bug.

* fix a bug.

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

2020-04-05 15:33:47 -07:00

appnp

[NN] nn modules & examples update (#890 )

2019-11-03 17:29:42 -05:00

dis_kvstore

[KVStore] Small fix on kvstore (#1284 )

2020-02-23 15:43:34 +08:00

gat

[Hotfix] Fix GAT example and clarify the usage of early stop (#1065 )

2019-11-30 23:43:15 +08:00

gcmc

[Hetero] Replace card with num_nodes

2020-03-20 16:56:53 +08:00

gcn

[NN] nn modules & examples update (#890 )

2019-11-03 17:29:42 -05:00

gin

[NN] nn modules & examples update (#890 )

2019-11-03 17:29:42 -05:00

graphsage

[NN] nn modules & examples update (#890 )

2019-11-03 17:29:42 -05:00

monet

hotfix (#971 )

2019-11-04 12:11:53 +08:00

rgcn

[Bugfix] Correct the loss function in RGCN model (#1217 )

2020-02-13 18:35:07 +08:00

sampling

[Feature] Simplify shared memory graph index (#1381 )

2020-04-05 15:33:47 -07:00

scenegraph

[Feature] Deprecate multigraph (#1389 )

2020-03-28 21:31:24 +08:00

sgc

[NN] nn modules & examples update (#890 )

2019-11-03 17:29:42 -05:00

sse

[Examples] Run all the examples (#623 )

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

tagcn

[Bug Fix] Fix package reliability bug of networkx (#949 )

2019-10-29 23:34:31 -04:00

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