8 Commits

Author	SHA1	Message	Date
Hongzhi (Steve), Chen	8ac27dad1a	[Misc] clang-format auto fix. (#4824) ... * [Misc] clang-format auto fix. * blabla * ablabla * blabla Co-authored-by: Steve <ubuntu@ip-172-31-34-29.ap-northeast-1.compute.internal>	2022-11-07 10:39:34 +08:00
Quan (Andy) Gan	2bca4759c1	[Sampling] Enable sampling with edge masks in sample_etype_neighbors (#4749) ... * sample neighbors with masks * oops * refactor again * remove * remove debug code * rename macro * address comments * more stuff * remove * fix * try fix unit test * oops * fix test * oops * change name * rename a lot of stuff * oops * ugh * misc fixes * lint * address a lot of comments * lint * lint * fix * that was silly * fix * fix * fix * oops	2022-10-29 15:49:44 +08:00
Qidong Su	6b022d2fe2	[Sampler] BiasedChoice sampler (#1665) ... * update * update * update * update * update * update * update * fix * fix * update * doc * doc * fix * fix Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>	2021-04-22 15:12:52 +08:00
Quan (Andy) Gan	167536db71	[Windows] Work around the bug from CL 19.10 (#2059) ... * [Windows] Work around the bug from CL 19.10 * fix	2020-08-19 15:24:46 +08:00
Minjie Wang	f8d4264e5b	[Feature] Neighbor-hood based sampling APIs (#1251) ... * WIP: working on random choices * light slice * basic CPU impl * add python binding; fix CreateFromCOO and CreateFromCSR returning unitgraph * simple test case works * fix bug in slicing probability array * fix bug in getting the correct relation graph * fix bug in creating placeholder graph * enable omp * add cpp test * sample topk * add in|out_subgraph * try fix lint; passed all unittests * fix lint * fix msvc compile; add sorted flag and constructors * fix msvc * coosort * COOSort; CSRRowWiseSampling; CSRRowWiseTopk * WIP: remove DType in CSR and COO; Restrict data array to be IdArray * fix all CSR ops for missing data array * compiled * passed tests * lint * test sampling out edge * test different per-relation fanout/k values * fix bug in random choice * finished cpptest * fix compile * Add induced edges * add check * fixed bug in sampling on hypersparse graph; add tests * add ascending flag * in|out_subgraph returns subgraph and induced eid * address comments * lint * fix	2020-02-17 21:25:21 +08:00
Quan (Andy) Gan	a9dabcc769	[Feature] Random Walk for 0.5 (#1209) ... * trying to refactor IndexSelect * partial implementation * add index select and assign for floats as well * move to random choice source * more updates * fixes * fixes * more fixes * adding python impl * fixes * unit test * lint * lint x2 * lint x3 * update metapath2vec * debugging performance * still debugging for performance * tuning * switching to succvec * redo * revert non-uniform sampler to use vector * still not fast * why does this crash with OpenMP??? * because there was a data race!!! * add documentations and remove assign op * lint * lint x2 * lol what have i done * lint x3 * fix and disable gpu testing * bugfix * generic random walk * reorg the random walk source code * Update randomwalks.h * Update randomwalks_cpu.cc * rename file * move internal function to anonymous ns * reorg & docstrings * constant restart probability * docstring fix * more commit * random walk with restart, tested * some fixes * switch to using NDArray for choice * massive fix & docstring * lint x? * lint x?? * fix * export symbols * skip gpu test * addresses comments * replaces another VecToIdArray * add randomwalks.h to include * replace void * with template	2020-01-31 19:52:08 +08:00
Zihao Ye	f1420d194f	[Refactor] Renaming class methods of sampler utilities to improve readability (#1180) ... * upd * upd	2020-01-07 22:02:44 +08:00
Zihao Ye	dfb10db86f	[Feature] Bag of samplers for efficient categorical sampling w/ and w/o replacement (#1142) ... * upd * upd * lint * upd * upd * lint * upd * refactor * lint * upd * upd * upd * lint * fix * fix * upd * upd * upd * upd * upd * upd * upd * complete test * upd * upd * fix * vir * upd * fix * fuck * fix numerical	2020-01-01 11:42:11 +08:00