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  1. 27 Mar, 2020 1 commit
    • Minjie Wang's avatar
      [NN] Add HeteroGraphConv module for cleaner module definition (#1385) · 3efb5d8e
      Minjie Wang authored
      * Add HeteroGraphConv
      
      * add custom aggregator; some docstring
      
      * debugging
      
      * rm print
      
      * fix some acc bugs
      
      * fix initialization problem in weight basis
      
      * passed tests
      
      * lint
      
      * fix graphconv flag; add error message
      
      * add mxnet heteroconv
      
      * more fix for mx
      
      * lint
      
      * fix torch cuda test
      
      * fix mx test_nn
      
      * add exhaust test for graphconv
      
      * add tf heteroconv
      
      * fix comment
      3efb5d8e
  2. 16 Mar, 2020 1 commit
    • Minjie Wang's avatar
      [Model] RGCN mini-batch training; Better bipartite graph support (#1337) · 6111ea46
      Minjie Wang authored
      * change the model to use node embedding only
      
      * minibatch training
      
      * add readme
      
      * small fix
      
      * backward-compatible
      
      * backward compatible
      
      * modify to_block; rgcn changed
      
      * fix
      
      * fix transform
      
      * fix bug in unittest script
      
      * docstring
      
      * fix lint
      
      * add tests
      
      * address comments; fix offline eval
      
      * gitignore
      6111ea46
  3. 13 Feb, 2020 1 commit
  4. 07 Feb, 2020 1 commit
  5. 29 Sep, 2019 1 commit
    • Minjie Wang's avatar
      [Hetero][Model] RGCN for heterogeneous input (#885) · 1c91f460
      Minjie Wang authored
      * new hetero RGCN
      
      * bgs running
      
      * fix gpu
      
      * am dataset
      
      * fix bug in label preparation
      
      * Fix AM training; add result
      
      * rm sym link
      
      * new embed layer; mutag
      
      * mutag matched; other fix
      
      * minor fix
      
      * dataset refactor
      
      * new data loading
      
      * rm old files
      
      * refactor
      
      * docstring
      
      * include literal nodes in AIFB dataset
      
      * address comments
      
      * docstring
      1c91f460