文件历史

6 次代码提交

作者 SHA1 备注 提交日期
Quan (Andy) Gan 1c4bfb62bb [Performance] Replace np.array with np.asarray (#1301)
* replace np.array with np.asarray

* fix

Co-authored-by: Minjie Wang <minjie.wang@nyu.edu>
2020-03-03 20:45:41 +08:00
Quan (Andy) Gan e3921d5dec [Sampler] Metapath sampler for metapath2vec (#861)
* metapath sampler

* lint & fixes

* lint x2

* lint x3

* fix windows

* remove max_cycle argument

* add todo note
2019-09-26 16:42:33 -04:00
Minjie Wang 67dc11971f [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
2019-07-23 12:47:05 -04:00
Minjie Wang 21e172d076 [Bugfix] fix numpy integer bug (#580) 2019-05-29 21:48:36 -04:00
Quan (Andy) Gan 6066fee935 [Model][Feature] PinSage & Random Walk with Restart (#453)
* random walk traces generation

* remove outdated comments

* oops put in the wrong place

* explicit inline

* moving rand_r to util

* pinsage-like model on movielens

* the code runs now

* support cuda

* using readonly graph

* moving random walk to public function

* per-thread seed and openmp support

* pinsage-like model on movielens

* the code runs now

* support cuda

* using readonly graph

* using C random walk

* removing profile decorators

* param initialization

* no grad

* leaky relu fixes everything

* train and save

* WIP

* WIP

* WIP

* seems to work

* evaluation output

* swapping order of val/test and train

* debug

* hyperparam tuning

* prior/training dataset split changes

* random walk reorg

* random walk with restart

* signed comparison fix

* migrating random walk to nodeflow

* Revert "migrating random walk to nodeflow"

This reverts commit f2565347cced7c912a58a529b257c033d9f375b7.

* add README and remove dataset

* new endpoint

* lint

* lint x2

* oops forgot test

* including bpr - better for baseline

* addressing fixes

* throwing random walks out from SamplerOp class

* forgot to move RandomWalk; why did this even work?

* removing legacy garbage

* add todo

* address comments

* stupid bug fix

* call ndarrayvector converter to handle traces
2019-03-29 13:01:18 +08:00
Quan (Andy) Gan 2e1cbd5d68 [Feature] Random walk traces generation (#392)
* random walk traces generation

* remove outdated comments

* oops put in the wrong place

* explicit inline

* moving rand_r to util

* moving random walk to public function

* per-thread seed and openmp support

* type cast styles
2019-02-20 10:41:59 -05:00