v0.5.2

BarclayII released this 14 Sep 05:21

· 70 commits to 0.5.x since this release

This is a patch release including the following bug fixes and new models.

Documentation fixes

#2172 CoraFull dataset remove redundant reference
#2167 #2177 Fix multiple docstring typos and inconsistencies in dgl.dataloading and minibatch training user guide. (Thanks @ustchhy for reviewing)
#2131 Update Doc for UDFs

Bug fixes

#2128 cannot request out_edges() for empty node sets on cuda
#2098 Context Issue for bfs_edges_generator on GPU Graphs
#2135 Pickling a subgraph stores the feature of the original graph
#2137 0.5.x taking too much shared memory during multiprocess training
#2145 dgl.batch() in 0.5.x is slower than 0.4.x
#2157 edge_softmax function not working on subgraphs
#2161 #2165 #2173 TUDataset (Thanks @henrykenlay)
#2175 Messages not ordered by edge IDs in degree bucketing
#2166 Error when call apply_edges for dec_graph
#2169 Multiprocessing neighbor sampling sometimes have the memory corrupted
#2106 Bad file descriptor error when saving dgl graph to HDFS
#2188 Fix dtype mismatch in EdgeDataLoader on Windows

Bug fixes in examples

#2143 Fix unsupervised graphsage
#2182 Use DistDataLoader instead of Pytorch’s DataLoader in Distributed GraphSAGE (Thanks @liucw2012 )
#2187 Fix partition for 0.5.1

New examples

#2153 GCN on OGB-Arxiv (Thanks @espylapiza )

Assets 2