文件历史

提交图

6 次代码提交

作者 SHA1 备注 提交日期
Tong He 972a9f1323 [Doc] Re-organize the code for dgl.geometry, and expose it in the doc (#2982)
* reorg and expose dgl.geometry

* fix lint

* fix test

* fix
2021-06-07 11:19:39 +08:00
Tianqi Zhang (张天启) 5d7e80f413 [Feature] Add bruteforce implementation for KNN with O(Nk) space complexity (#2892)
* add bruteforce impl

* add support for bruteforce-sharemem

* modify python API

* add tests

* change file path

* change python API

* fix lint

* fix test

* also check worst_dist in the last few dim

* use heap and early-stop on CPU

* fix lint

* fix lint

* add device check

* use cuda function to determine max shared mem

* use cuda to determine block info

* add memory free for tmp var

* update doc-string and add dist option

* fix lint

* add more tests

Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>
2021-05-19 18:27:43 +08:00
Tianqi Zhang (张天启) e83d0a8007 [Feature] Add kd-tree implementation (CPU) for kNN (#2767)
* add submodule nanoflann

* finish python API for knn

* finish ndarray adaptor

* finish cpu-kdtree version of knn

* use openmp

* add endline

* upt

* upt

* fix format and code style

* upt

* add warning for gpu-cpu copy

* avoid contiguous copy

Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
Co-authored-by: Tong He <hetong007@gmail.com>
2021-04-09 17:39:34 +08:00
Tianqi Zhang (张天启) c88fca5055 [Feature] Add edge coarsening for homogeneous undirected graphs (#2691)
* finish graph matching gpu version

* use C++ shuffle

* finish graph matching

* fix bug

* fix bug

* change name and use swap

* upt

* fix format problem

* fix format problem

* stronger test

* upt

* upt

* change python api

* upt

* upt

* format check

* upt

* upt

* fix bug

Co-authored-by: Tong He <hetong007@gmail.com>
2021-03-09 16:35:27 +08:00
Quan (Andy) Gan 2f983abe64 fix knn graph bugs (#1716) 2020-06-28 17:31:38 +08:00
Tong He 3d47693b1f [Op] Farthest Point Sampler in Cpp and CUDA (#1630)
* working framework without actual algorithm logic

* rename

* fix

* fps passes compilation

* correct algorithm

* add cuda implementation

* update random start

* before refactor

* pass compilation but cuda not working

* working

* code working, will add docstring

* add mxnet support

* update docstring

* update doc and test

* cpplint

* cpcplint

* pylint

* temporary fix

* fix for win64

* fix unitetest

* fix

* fix

* remove comment

* move to geometry package

* remove redundant include

* add docstrings and comments

* add proof

* add validity check
2020-06-22 00:52:20 +08:00