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43
NEWS.md
43
NEWS.md
@@ -3,6 +3,49 @@ DGL release and change logs
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Refer to the roadmap issue for the on-going versions and features.
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0.2
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---
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Major release that includes many features, bugfix and performance improvement.
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Speed of GCN model on Pubmed dataset has been improved by **4.19x**! Speed of
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RGCN model on Mutag dataset has been improved by **7.35x**! Important new
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feature: **graph sampling APIs**.
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Update details:
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# Model examples
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- [x] TreeLSTM w/ MXNet (PR #279 by @szha )
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- [x] GraphSage (@ZiyueHuang )
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- [x] Improve GAT model speed (PR #348 by @jermainewang )
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# Core system improvement
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- [x] Immutable CSR graph structure (PR #342 by @zheng-da )
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- [x] Finish remaining functionality (Issue #369, PR #404 by @yzh119)
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- [x] Nodeflow data structure (PR #361 by @zheng-da )
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- [x] Neighbor sampler (PR #322 )
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- [x] Layer-wise sampler (PR #362 by @GaiYu0 )
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- [x] Multi-GPU support by data parallelism (PR #356 #338 by @ylfdq1118 )
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- [x] More dataset:
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- [x] Reddit dataset loader (PR #372 by @ZiyueHuang )
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- [x] PPI dataset loader (PR #395 by @sufeidechabei )
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- [x] Mini graph classification dataset (PR #364 by @mufeili )
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- [x] NN modules (PR #406 by @jermainewang @mufeili)
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- [x] GraphConv layer
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- [x] Edge softmax layer
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- [x] Edge group apply API (PR #358 by @VoVAllen )
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- [x] Reversed graph and transform.py module (PR #331 by @mufeili )
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- [x] Max readout (PR #341 by @mufeili )
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- [x] Random walk APIs (PR #392 by @BarclayII )
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# Tutorial/Blog
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- [x] Batched graph classification in DGL (PR #360 by @mufeili )
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- [x] Understanding GAT (@sufeidechabei )
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# Project improvement
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- [x] Python lint check (PR #330 by @jermainewang )
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- [x] Win CI (PR #324 by @BarclayII )
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- [x] Auto doc build (by @VoVAllen )
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- [x] Unify tests for different backends (PR #333 by @BarclayII )
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0.1.3
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-----
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Bug fix
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@@ -1,6 +1,6 @@
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package:
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name: dgl
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version: "0.1.3"
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version: "0.2"
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source:
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git_rev: 0.1.x
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@@ -33,7 +33,7 @@
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#endif
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// DGL version
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#define DGL_VERSION "0.1.3"
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#define DGL_VERSION "0.2"
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// DGL Runtime is DLPack compatible.
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@@ -87,4 +87,4 @@ def find_lib_path(name=None, search_path=None, optional=False):
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# We use the version of the incoming release for code
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# that is under development.
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# The following line is set by dgl/python/update_version.py
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__version__ = "0.1.3"
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__version__ = "0.2"
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@@ -11,7 +11,7 @@ import re
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# current version
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# We use the version of the incoming release for code
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# that is under development
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__version__ = "0.1.3"
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__version__ = "0.2"
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# Implementations
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def update(file_name, pattern, repl):
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