* modify the wrong code in initialize the hetero_graph negative sampler
the etype in hetero graph should be name of edges
self.weights = {
etype: g.in_degrees(etype=etype).float() ** 0.75
for _, etype, _ in g.canonical_etypes
}
the original code will give etype a Tuple format, it cannot apply to the next processing:
self.weights[etype].multinomial(len(src), replacement=True)
and I add the part which confusing me to generate eid_dict
* fix
Co-authored-by: Quan Gan <coin2028@hotmail.com>
* [Feature] Add full graph training with dgl built-in dataset.
* [Feature] Add full graph training with dgl built-in dataset.
* [Feature] Add full graph training with dgl built-in dataset.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Feature] Add test loss and accuracy
* [Feature] Add test loss and accuracy
* [Feature] Add test loss and accuracy
* [Feature] Add test loss and accuracy
* [Feature] Add test loss and accuracy
* [Feature] Add test loss and accuracy
* [Fix] Add random
* [Bug] Fix batch norm error
* [Doc] Test with CN in Sphinx
* [Doc] Test with CN in Sphinx
* [Doc] Remove the test CN docs.
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Doc] fill readme with new performance results
* [Doc] Add Chinese User Guide, graph and 1.5
* [Doc] Add Chinese User Guide, graph and 1.5
* Update README.md
* [Fix] Temporary remove compgcn
* [Doc] Add CN user guide chapter2
* [Test] Tunning format
* [Test] Tunning format
* [Test] Tunning format
* [Test] Tunning format
* [Test] Tunning format
* [Test] Section headers
* [Fix] Fix format errors
* [Fix] Fix format errors
* [Fix] Fix format errors
* [Doc] Add CN-EN EN-CN links
* [Doc] Add CN-EN EN-CN links
* [Doc] Copyedit chapter2
* [Doc] Copyedit chapter2
* [Doc] Remove EN in 2.1
* [Doc] Remove EN in chapter 2
* [Doc] Copyedit first 2 sections
* [Doc] Copyedit first 2 sections
* [Doc] copyedited chapter 2 CN
* [Doc] Add chapter 3 raw texts
* [Doc] Add chapter 3 preface and 3.1
* [Doc] Add chapter 3.2 and 3.3
* [Doc] Add chapter 3.2 and 3.3
* [Doc] Add chapter 3.2 and 3.3
* [Doc] Remove EN parts
* [Doc] Copyediting 3.1
* [Doc] Copyediting 3.2 and 3.3
* [Doc] Proofreading 3.1 and 3.2
* [Doc] Proofreading 3.2 and 3.3
* [Doc] Add chapter 4 CN raw text.
* [Clean] Remove codes in other branches
* [Doc] Start to copyedit chapter 4 preface
* [Doc] copyedit CN section 4.1
* [Doc] Remove EN in User Guide Chapter 4
* [Doc] Copyedit chapter 4.1
* [Doc] copyedit cn chapter 4.2, 4.3, 4.4, and 4.5.
* [Doc] Fix errors in EN user guide graph feature and heterograph
* [Doc] 2nd round copyediting with Murph's comments
* [Doc] 3rd round copyediting with Murph's comments
* [Doc] 3rd round copyediting with Murph's comments
* [Doc] 3rd round copyediting with Murph's comments
* [Sync] syncronize with the dgl master
* [Doc] edited after Minjie's comments, 1st round
* update cub
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>
* add support for cuda 11
* fix inc bug in pytorch 1.8
* poke ci
* fix
* small fix
* try fix
* try fix
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
* PPIDataset
* Revert "PPIDataset"
This reverts commit 264bd0c960cfa698a7bb946dad132bf52c2d0c8a.
* check whether the original labels are valid
* add unit test for gin dataset
* bug of asscalar in mxnet<=1.6
* mxnet<=1.6 asscalar requires ndarray to be shaped (1,)
* skip gpu while testing datasets
* Update test_data.py
* test of gin dataset takes too much time
* add sparse and mutil gpu support
* update multi gpu
* update readme
* remove multi gpu
* add multiple gpus support
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
Co-authored-by: Zihao Ye <expye@outlook.com>
* OMP pragma was added to support hetero_graph loop, as follows:
pragma omp parallel for
* OMP pragma will be enabled iff the gpu is used for
Co-authored-by: Zihao Ye <expye@outlook.com>
An unexpected `AttributeError` exception is launched whenever the user defines `save_dir` on `DGLDataset` instantiation and uses `self._save_dir` within `has_cache` method.
This commit fixes the issue.
* [Feature] Add full graph training with dgl built-in dataset.
* [Feature] Add full graph training with dgl built-in dataset.
* [Feature] Add full graph training with dgl built-in dataset.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Bug] fix model to cuda.
* [Feature] Add test loss and accuracy
* [Feature] Add test loss and accuracy
* [Feature] Add test loss and accuracy
* [Feature] Add test loss and accuracy
* [Feature] Add test loss and accuracy
* [Feature] Add test loss and accuracy
* [Fix] Add random
* [Bug] Fix batch norm error
* [Doc] Test with CN in Sphinx
* [Doc] Test with CN in Sphinx
* [Doc] Remove the test CN docs.
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Feature] Add input embedding layer
* [Doc] fill readme with new performance results
* [Doc] Add Chinese User Guide, graph and 1.5
* [Doc] Add Chinese User Guide, graph and 1.5
* [Doc] Add Chines User Guide
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* Update README.md
* [Doc] Finalize CN user guide chapter 1
* [Doc] Finalize CN user guide chapter 1
* [Doc] Finalize CN user guide chapter 1
* [Doc] Add CN link in user guide chapter 1
* [Doc] Add CN link in user guide chapter 1
* [Fix] Temporary remove compgcn
* [Doc] Add Chines User Guide
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] user guide cn chapter 1
* [Doc] Finalize CN user guide chapter 1
* [Doc] Finalize CN user guide chapter 1
* [Doc] Finalize CN user guide chapter 1
* [Doc] Add CN link in user guide chapter 1
* update hash in 3rd party
* [Fix] copyedit some errors
* [Fix] copyedit some errors
* [Fix] copyedit some errors
* [Fix] copyedit some errors
* [Fix] copyedit some errors
* Update
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
Minjie Wang