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d601aaa update version 28 August 2019, 05:45:36 UTC
bac662c Merge branch 'master' into 0.3.x 28 August 2019, 05:39:07 UTC
e17add5 [NN] Add MXNet impl for TAGCN module. (#799) * upd * fig edgebatch edges * add test * trigger * Update README.md for pytorch PinSage example. Add noting that the PinSage model example under example/pytorch/recommendation only work with Python 3.6+ as its dataset loader depends on stanfordnlp package which work only with Python 3.6+. * Provid a frame agnostic API to test nn modules on both CPU and CUDA side. 1. make dgl.nn.xxx frame agnostic 2. make test.backend include dgl.nn modules 3. modify test_edge_softmax of test/mxnet/test_nn.py and test/pytorch/test_nn.py work on both CPU and GPU * Fix style * Delete unused code * Make agnostic test only related to tests/backend 1. clear all agnostic related code in dgl.nn 2. make test_graph_conv agnostic to cpu/gpu * Fix code style * fix * doc * Make all test code under tests.mxnet/pytorch.test_nn.py work on both CPU and GPU. * Fix syntex * Remove rand * Add TAGCN nn.module and example * Now tagcn can run on CPU. * Add unitest for TGConv * Fix style * For pubmed dataset, using --lr=0.005 can achieve better acc * Fix style * Fix some descriptions * trigger * Fix doc * Add nn.TGConv and example * Fix bug * Update data in mxnet.tagcn test acc. * Fix some comments and code * delete useless code * Fix namming * Fix bug * Fix bug * Add test code for mxnet TAGCov * Update some docs * Fix some code * Update docs dgl.nn.mxnet * Update weight init * Fix 28 August 2019, 05:19:17 UTC
14bffe9 [NN] Renaming NearestNeighborGraph to KNNGraph (#802) * initial commit * second commit * another commit * change docstring * migrating to dgl.nn * fixes * docs * lint * multiple fixes * doc * renaming nearest neighbor graph 28 August 2019, 04:20:35 UTC
dc19cd5 [Example] Dynamic Graph CNN on Point Cloud (#789) * initial commit * second commit * another commit * change docstring * migrating to dgl.nn * fixes * docs * lint * multiple fixes * doc 28 August 2019, 01:21:57 UTC
e590fee [Model Zoo] GAT on Tox21 (#793) * GAT * Fix mistake * Fix * hotfix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Update * Update * Update * Fix style * Hotfix * Hotfix * Hotfix * Fix * Fix * Update * CI trial * Update * Update * Update 27 August 2019, 20:47:16 UTC
ad15947 [bugfix] Fix several issues in `test_kernel` (#801) * upd * stable 27 August 2019, 20:24:00 UTC
3192beb [Model zoo] JTNN model zoo (#790) * jtnn model zoo * poke ci * fix line sep * fix * Fix import order * fix render * fix render * revert * fix * Resolve conflict * dix * remove create_var * refactor * fix * refactor * readme * format * fix lint * fix lint * pylint * lint * fix lint * fix lint * add hint * fix * Remove vocab * Add explanation for warning * add directory * Load model to cpu by default * Update 27 August 2019, 20:04:54 UTC
30c4625 fix. (#794) 27 August 2019, 16:56:38 UTC
331337f [Model Zoo] Clean up for Alchemy dataset (#800) * Make dataset framework agnostic * Update * Update * Fix * Remove unused import 27 August 2019, 16:08:59 UTC
9314aab [Refactor] Interface of nn modules (#798) * refactor * upd mpnn 27 August 2019, 14:29:25 UTC
650f6ee [NN] Add commonly used GNN models from examples to dgl.nn modules. (#748) * gat * upd * upd sage * upd * upd * upd * upd * upd * add gmmconv * upd ggnn * upd * upd * upd * upd * add citation examples * add README * fix cheb * improve doc * formula * upd * trigger * lint * lint * upd * add test for transform * add test * check * upd * improve doc * shape check * upd * densechebconv, currently not correct (?) * fix cheb * fix * upd * upd sgc-reddit * upd * trigger 27 August 2019, 10:21:19 UTC
8079d98 Misc update (#796) 27 August 2019, 08:08:36 UTC
3bc7393 [Model Zoo] Molecule Regression (#779) * [Model] MPNN * [Model] MPNN :hammer: reorganize the mpnn/sch/mgcn model & alchemy dataset * [Model] MPNN alchemy dataloader refactoring * [Model] Chem model zoo minor change * [Model] Chem Model Zoo :fire: remove old samples * [Model Zoo] molecule regression minor change * Fix dataset import * Fix dataset import * [Model Zoo] molecule regression test set * [Model Zoo] molecule prediction MPNN model hyperparameter tuning * [Model Zoo] molecule prediction :pencil2: mpnn performance update 26 August 2019, 09:42:33 UTC
2c23411 [Feature] Add builtin mean reducer (#787) * upd * upd * upd * upd * upd * passed test * add note * upd * trigger * slight change * upd * upd * trigger * fix * simplify * upd * upd * fudge * upd * trigger * test partial * upd * trigger 25 August 2019, 20:30:51 UTC
73b2668 [Model Zoo] DGMG for molecule generation (#783) * DGMG for molecule generation * Fix CI check * Fix for CI * Trial for CI due to shared memory * Update * Better interface for dataset configuration * Update * Handle corner cases * Update README * Fix * Fix * Fix * Fix * Fix * Refactor * Fix * Fix * Fix * Fix * Fix * Fix * Update * Fix * Fix * Fix * Fix * Fix * Finallly 25 August 2019, 19:39:20 UTC
11fb217 [NN] Add TAGCN nn.module and example (#788) * upd * fig edgebatch edges * add test * trigger * Update README.md for pytorch PinSage example. Add noting that the PinSage model example under example/pytorch/recommendation only work with Python 3.6+ as its dataset loader depends on stanfordnlp package which work only with Python 3.6+. * Provid a frame agnostic API to test nn modules on both CPU and CUDA side. 1. make dgl.nn.xxx frame agnostic 2. make test.backend include dgl.nn modules 3. modify test_edge_softmax of test/mxnet/test_nn.py and test/pytorch/test_nn.py work on both CPU and GPU * Fix style * Delete unused code * Make agnostic test only related to tests/backend 1. clear all agnostic related code in dgl.nn 2. make test_graph_conv agnostic to cpu/gpu * Fix code style * fix * doc * Make all test code under tests.mxnet/pytorch.test_nn.py work on both CPU and GPU. * Fix syntex * Remove rand * Add TAGCN nn.module and example * Now tagcn can run on CPU. * Add unitest for TGConv * Fix style * For pubmed dataset, using --lr=0.005 can achieve better acc * Fix style * Fix some descriptions * trigger * Fix doc 25 August 2019, 14:17:46 UTC
708765f [NN] RGCN modules (#744) * rgcn module * support id input * WIP: model codes * use faster index select * dropout * self loop * WIP: link prediction * fix lint * WIP: docs * docstring * docstring * merge two child classes * mxnet rgcn module * fix lint * fix lint * fix rename bug * add uniform edge sampler * fix fn name * docstring * fix mxnet rgcn module * fix mx rgcn * enable test on cuda 23 August 2019, 20:38:48 UTC
52d4535 [Hetero][RFC] Heterogeneous graph Python interfaces & Message Passing (#752) * moving heterograph index to another file * node view * python interfaces * heterograph init * bug fixes * docstring for readonly * more docstring * unit tests & lint * oops * oops x2 * removed node/edge addition * addressed comments * lint * rw on frames with one node/edge type * homograph with underlying heterograph demo * view is not necessary * bugfix * replace * scheduler, builtins not working yet * moving bipartite.h to header * moving back bipartite to bipartite.h * oops * asbits and copyto for bipartite * tested update_all and send_and_recv * lightweight node & edge type retrieval * oops * sorry * removing obsolete code * oops * lint * various bug fixes & more tests * UDF tests * multiple type number_of_nodes and number_of_edges * docstring fixes * more tests * going for dict in initialization * lint * updated api as per discussions * lint * bug * bugfix * moving back bipartite impl to cc * note on views * fix 23 August 2019, 19:45:37 UTC
66971c1 [Feature] Add edge sampling for link prediction (#780) * add edge sampler. * add test and run. * add negative sampling. * remap the edge subgraph vid. * negative graph excludes edges of positive edgs. * remove print. * avoid sampling NodeFlow when expand_factor or num_hops is 0. * fix a bug when excluding nodes in negative graph. * support multigraph. * exclude positive edges. * fix memory leak. * return subgraph object directly. * fix many problems. * add comments. * address comments 22 August 2019, 06:05:24 UTC
2bff833 [Test] Provid a frame agnostic API to test nn modules on both CPU and CUDA side. (#775) * upd * fig edgebatch edges * add test * trigger * Update README.md for pytorch PinSage example. Add noting that the PinSage model example under example/pytorch/recommendation only work with Python 3.6+ as its dataset loader depends on stanfordnlp package which work only with Python 3.6+. * Provid a frame agnostic API to test nn modules on both CPU and CUDA side. 1. make dgl.nn.xxx frame agnostic 2. make test.backend include dgl.nn modules 3. modify test_edge_softmax of test/mxnet/test_nn.py and test/pytorch/test_nn.py work on both CPU and GPU * Fix style * Delete unused code * Make agnostic test only related to tests/backend 1. clear all agnostic related code in dgl.nn 2. make test_graph_conv agnostic to cpu/gpu * Fix code style * fix * doc * Make all test code under tests.mxnet/pytorch.test_nn.py work on both CPU and GPU. * Fix syntex * Remove rand 21 August 2019, 08:40:41 UTC
be936da use FFI for subgraph. (#781) 21 August 2019, 08:04:11 UTC
0f12763 [Model] Early stop GAT (#750) * Add early stop * add mxnet version * Poke ci 21 August 2019, 06:58:56 UTC
77c5828 [Bugfix][Model] Fixing RGCN evaluation bug (#778) 20 August 2019, 19:54:03 UTC
788420d [Refactor] Decoupling ImmutableGraph from Kernels (#749) * csr interface * csr wrapper for immutable graph * lint * silly fix * docstring 18 August 2019, 12:15:56 UTC
35bed2a Rename early stop (#773) 18 August 2019, 05:46:44 UTC
02029dc Sync initializers (#772) 17 August 2019, 12:25:54 UTC
165d453 [Doc] Update README.md for pytorch PinSage example. (#770) Add noting that the PinSage model example under example/pytorch/recommendation only work with Python 3.6+ as its dataset loader depends on stanfordnlp package which work only with Python 3.6+. 16 August 2019, 05:23:05 UTC
fd3d54b bump up version for prerelease (#768) 16 August 2019, 02:32:54 UTC
cd9fb7b [Model Zoo] Refactor GCN on Tox21 (#766) * [Model zoo] Model zoo (#765) * tox21 * fix ci * fix ci * fix urls to url * add doc * remove binary * model zoo * test * markdown * fix typo * fix typo * fix typo * raise error * fix lint * remove unnecessary * fix doc * fix * fix * fix * fix * fix * fix * Update * CI * Fix * Fix * Fix * Fix * Fix * CI 15 August 2019, 18:49:25 UTC
bdcba9c setup for prerelease builds (#763) 14 August 2019, 15:13:37 UTC
2ee3c78 [Dataset] Tox21 (#760) * tox21 * fix ci * fix ci * fix urls to url * add doc * remove binary 14 August 2019, 08:55:01 UTC
17b60e1 [Bugfix] EdgeBatch.edges call attempts tuple item assignment (#747) * upd * fig edgebatch edges * add test * trigger 10 August 2019, 20:07:41 UTC
b2f7f0e [Model] Recurrent Relational Network (RRN) on sudoku (#733) * rrn model and sudoku * add README * refine the code, add doc strings * add sudoku solver 09 August 2019, 18:00:11 UTC
e1f0864 [Model] Schnet & MGCN (#726) * [Model] SchNet * [Model] SchNet model * [Model] Schnet Model fix device-related bug * [Model] SchNet fix bugs * [Model] SchNet fix some bugs * [Model] Schnet :art: code indent format * [Model] SchNet :pencil2: fix some typos 07 August 2019, 06:08:31 UTC
747a8be [Fix] Hold NDArray reference during send() (#740) * fix NDArray reference * fix lint * capture NDArray in the closure 07 August 2019, 05:28:41 UTC
1606192 [NodeFlow] Non-uniform neighbor sampling (#711) * nonuniform sampler * unit test * test on out neighbors * error checks * lint * fix * clarification * use macro switcher * use empty array for uniform sampling * oops * Revert "oops" This reverts commit a11f9ae707aaeb67fb5921c887a17d3711d5b04a. * Revert "use empty array for uniform sampling" This reverts commit 8526ce4cade89f2c1b09a08aca8830375ebafb31. * re-reverting * use a method 07 August 2019, 01:42:08 UTC
742d79a upd (#741) 06 August 2019, 10:39:05 UTC
5d3f470 [Feature] DGL Pooling modules (#669) * removal doc * glob * upd * rm knn * add softmax * upd * upd * add broadcast and s2s * optimize max_on * forsaken changes to heterograph * upd * upd * upd * upd * upd * bugfix * upd * upd * upd * upd * format upd * upd format * upd doc * upd * import order * upd * rm warnings * fix * upd test * upd * upd * fix device * upd * upd * upd * upd * remove 1.1 * upd * trigger * trigger * add more tests * fix device * upd * upd * refactor * fix? * fix * upd docstring * refactor * upd * fix * upd * upd * upd * fix * upd docs * add shape * refactor & upd doc * upd doc * upd 05 August 2019, 17:43:25 UTC
c3516f1 [Network] Refactoring Communicator (#679) * Refactoring Communicator * fix lint * change non-const reference * add header file * use MemoryBuffer * update PR * fix bug on csr shape * zero-copy msg_queue * fix lint * fix lint * fix lint * add header file * fix windows build error * fix windows build error * update * fix lint * update * fix lint * fix lint * add more test * fix windows test * update windows test * update windows test * update windows test * update * fix lint * fix lint * update * update * update * update * use STATUS code * update test * remove mem_cpy * fix lint * update * finish * ConstructNFTensor * add test for deallocator * update * fix lint 05 August 2019, 02:49:25 UTC
fc9d30f [Graph] add local scope function (#735) * add local scope function * fix lint * fix docstring * change local_scope to local_var; add context manager * address comments 02 August 2019, 04:11:48 UTC
e9e587b [Refactor] C random number generator (#729) * rng refactor * fix bugs * unit test * remove setsize * lint * fix test * use explicit instantiation instead of inlining * stricter test * use tvm solution * moved python interface to dgl.random * lint * address comments * make getthreadid an inline function 31 July 2019, 09:54:30 UTC
34ac2ab [Fix] Fix MXNet install doc (#732) 30 July 2019, 01:25:41 UTC
86f28d6 [Misc] Provide a "return 1s instead of edge IDs" option in scipy adjacency matrix (#730) * return 1 option in scipy adjacency matrix * lint * use dgl warning * i'm an idiot * lint x2 * rename 29 July 2019, 13:40:09 UTC
7ad663c [Hetero] Heterograph C++ implementation; Bipartite and Python wrapper (#725) * finish bipartite graph implementation; compiled * finished heterograph implementation; compiled * WIP: apis * C API codes * compiled * WIP: python * HeteroGraphIndex * WIP: test * add DGLContext support in ffi * fix bug in has edge * unittests except edge subgraph * edge subgraph * fix lint * address comments * poke ci * try fix * fix msvc 27 July 2019, 19:22:56 UTC
6c77f26 [Doc] Update README.md (#724) 23 July 2019, 19:59:03 UTC
67dc119 [Refactor] Use object system for all CAPIs (#716) * WIP: using object system for graph * c++ side refactoring done; compiled * remove stale apis * fix bug in DGLGraphCreate; passed test_graph.py * fix bug in python modify; passed utest for pytorch/cpu * fix lint * address comments 23 July 2019, 16:47:05 UTC
b0d9e7a [Refactor] Separating graph and sparse matrix operations (#699) * WIP: array refactoring * WIP: implementation * wip * most csr part * WIP: on coo * WIP: coo * finish refactoring immutable graph * compiled * fix undefined ndarray copy bug; add COOToCSR when coo has no data array * fix bug in COOToCSR * fix bug in CSR constructor * fix bug in in_edges(vid) * fix OutEdges bug * pass test_graph * pass test_graph * fix bug in CSR constructor * fix bug in CSR constructor * fix bug in CSR constructor * fix stupid bug * pass gpu test * remove debug printout * fix lint * rm biparate grpah * fix lint * address comments * fix bug in Clone * cpp utests 17 July 2019, 21:49:38 UTC
f79188d fix. (#712) 15 July 2019, 23:25:29 UTC
6d42005 [WIP][CI] Build Windows packages within virtualenv (#709) * try venv for win64 * update * update * trying another * update * update * update * trigger ci * update * update 12 July 2019, 23:50:54 UTC
9cc83b4 [Bugfix] Fix nodeflow.prop_flow range check (#700) 10 July 2019, 18:11:06 UTC
bf3994e [Model][Hotfix] DiffPool formatting fix (#696) * formatting * formatting 02 July 2019, 07:19:57 UTC
90e78c5 [FFI] FFI container support, custom structure extension via Object (#693) * WIP: import tvm runtime node system * WIP: object system * containers * tested basic container composition * tested custom object * fix setattr bug * tested object container return * fix lint * some comments about get/set state * fix lint * fix lint * update cython * fix cython * ffi doc * fix doc 01 July 2019, 18:40:07 UTC
684a61a [Model] DiffPool with both DGL and tensorized operatons (#665) * diffpool original file added * make diffpool fuse up and running * minor tweak on tu dataset statistics method * fix tu * break * delete break * pre_org * diffpool fuse reorg * fix random shuffling * fix bn * add dgl layers * early stopping * add readme * fix * add diffpool preprocess script * tweak tu dataset * tweak * tweak * tweak * tweak * tweak * preprocess dataset * fix early stopping * fix * fix * fix * tweak * readme * code review * code review * dataset code review * update README * code review * tu doc 01 July 2019, 12:00:15 UTC
fc2e166 [Fix] Fix Memory Leak in Edge Softmax (#692) * Add serialization * fix memory leak * Revert "Add serialization" This reverts commit e838bb1faa2503d14593d702be00514f936c9027. * fix 28 June 2019, 21:31:54 UTC
31b1c49 [Hetero] C++ Heterogeneous Graph Interfaces (#663) * c++ heterograph interfaces * addressing comments * update hetero api * missing interfaces * fix lint 27 June 2019, 02:12:56 UTC
8ecedfb [Fix] Bugfix in docs and check gradient of edge_softmax in test (#686) * upd * Add stronger test * Update test_nn.py * Update test_nn.py * trigger * trigger * trigger 26 June 2019, 16:43:26 UTC
c3d74e0 [Fix] Fix license badge (#671) * Add serialization * fix broken badge * Revert "Add serialization" This reverts commit e838bb1faa2503d14593d702be00514f936c9027. * fix 20 June 2019, 06:49:26 UTC
714f2e1 fix node id dtype (#674) 20 June 2019, 02:53:26 UTC
f8feee1 fix install. (#673) 19 June 2019, 21:08:35 UTC
fe2b6ca [Text] fix test; remove torch import. (#670) 18 June 2019, 23:30:56 UTC
401f22c [API] Heterograph (#657) * [Feature][RFC] Heterogeneous graph interface (#553) * heterogeneous graph interface * lint * disable lints * disable lint checks * change node_types to dict * update * update * heterograph view * message passing with types * clarifications * graph queries * clarifications * moving add_XXX to Base * from_networkx * register functions * Update heterograph.py * lint. 17 June 2019, 08:59:04 UTC
82bb9a9 [README] Update speed numbers in README (#661) * update speed numbers in readme * numbers in examples/pytorch/readme 15 June 2019, 21:27:58 UTC
1197481 [Backend] use new split in MXNet (#660) * use new split. * fix. * fix. * add zero copy from numpy. 15 June 2019, 21:08:42 UTC
f3d3fdf add reddit example. (#658) 14 June 2019, 14:53:59 UTC
73e5fb5 New installation guide for CUDA builds (#655) 14 June 2019, 05:52:17 UTC
4be1d3e [CI] workspace and disable mx tutorial (#656) * workspace and disable mx tutorial * try cleanws * poke * poke * poke 13 June 2019, 23:26:57 UTC
be58224 [CI] enable tutorial test in CI. (#631) * enable tutorial test in CI. * reduce overhead. 13 June 2019, 09:31:36 UTC
6f665d2 Merge branch 'master' into 0.3.x 13 June 2019, 03:33:17 UTC
7d61936 update minigun to include algorithm header (#654) 13 June 2019, 03:32:43 UTC
7c68376 update minigun to include algorithm header 13 June 2019, 03:16:12 UTC
03a527e Merge branch 'master' into 0.3.x 13 June 2019, 01:17:35 UTC
2f25eac [Build][Release] Windows release fixes (#650) * bump up version * conda+cuda trial * switch conda branch * revert * disable cudnn * windows cuda arch fix * more fix 13 June 2019, 01:12:00 UTC
02c5fe1 Merge branch 'master' into 0.3.x 12 June 2019, 17:36:37 UTC
e8e56b3 [Build][Win] fix mgpu include problem (#652) 12 June 2019, 17:22:59 UTC
ed6ddba more fix 12 June 2019, 12:44:08 UTC
d03e4f1 windows cuda arch fix 12 June 2019, 11:42:14 UTC
e10d32b Merge branch 'master' into 0.3.x 12 June 2019, 09:55:01 UTC
8059fa6 print errors if users sample from mutable graph. (#649) * give warning. * fix. * update error msg. 12 June 2019, 09:54:02 UTC
059b1a6 [Release] Bump up version (#636) * bump up version * conda+cuda trial * switch conda branch * revert * disable cudnn 12 June 2019, 08:50:05 UTC
f8310ed Merge branch 'master' into 0.3.x 12 June 2019, 08:40:48 UTC
94ecb8e [BUGFIX] copy graph index to shared memory. (#634) * copy graph index to shared memory. * fix. * fix. * fix. * use a diff name for in-csr and out-csr. * fix lint. * remove print. * add test. * add comments. 12 June 2019, 08:32:25 UTC
f6644c0 disable cudnn 12 June 2019, 05:55:11 UTC
16ec2a8 we need to sync for mxnet. (#648) 12 June 2019, 01:22:21 UTC
d706298 fix a bug. (#646) 11 June 2019, 23:23:48 UTC
e16e895 [Doc] fix some document warnings (#645) * fix doc * fix some format and warnings * fix 11 June 2019, 17:41:41 UTC
8157981 revert 11 June 2019, 09:32:31 UTC
8ad00b4 switch conda branch 11 June 2019, 08:52:11 UTC
98b23bc conda+cuda trial 11 June 2019, 07:34:18 UTC
463807c [Doc] indexing missing docs. (#625) * add doc of NodeFlow. * add missing API in nodeflow. * add docs and two more API to NodeFlow. * add more docs. * fix. * fix. * fix. * add docs for distributed sampler. 11 June 2019, 01:11:36 UTC
5549c70 [BugFix] Fix memory leak in DGL edge softmax module (#643) * fix gat memory increase bug * work around mxnet memory leak bug * comments * poke linter * lint * lint 10 June 2019, 22:44:23 UTC
ebbb629 [Doc] doc page for builtin functions (#642) * doc page for builtin functions; install from source doc * upload rst * update 10 June 2019, 22:29:28 UTC
d6a9265 [Doc] docstring for node/edge removal APIs (#639) 10 June 2019, 16:38:06 UTC
eba585f bump up version 10 June 2019, 11:20:02 UTC
fb9dcc5 [Feature] Add API to convert graph to bidirected graph (#598) * to_bidirected * to_bidirected * Fix style * Fix * Update * Fix * Fix * Update * Add examples 10 June 2019, 06:02:29 UTC
a1513f7 update known gpu arch list (#629) 10 June 2019, 02:40:36 UTC
411bcd7 [BUGFIX] extand DGLGraph graph_data. (#632) * enable tutorial test in CI. * extand DGLGraph graph_data. * update doc. * Revert "enable tutorial test in CI." This reverts commit cd774067180922bb6ae979bde4aecbffc61c8147. * accept DGLGraph in graph store. 10 June 2019, 00:22:04 UTC
2e9949d [BUGFIX] Fix bugs in shared mem graph store. (#630) * fix graph store for Pytorch. * add test. * fix dtype error in test * disable test on GPU. * test avoid windows. * fix shared-memory test. * use script to control testing environment. * update test. * enable all tests. * fix test script. 09 June 2019, 20:08:47 UTC
fc7775a Define node/edge Ids in NodeFlow more clearly (#628) * add tests. * distinguish layer-local nid and nodeflow nid. * use numpy assert_array_equal and assert_allclose * fix map_from_parent_nid * fix test * fix test. * renmae remap. * update doc. * update doc. * update doc. * fix test. * fix test. 09 June 2019, 19:10:07 UTC
dec8b49 [Examples] Run all the examples (#623) * all pytorch examples * scan through mxnet examples * change reddit data * tweak numerical range for unittest * fix ci * fix ci * fix * add seed to workaround 09 June 2019, 04:26:13 UTC
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