* add argument reorder=False for citation_graph
* add description of the argument reorder
* add reordered/un_reordered save_path
* add version number postfix
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* [Fix] be able to parse ids if numeric and non-numeric values are used together
* add required package info and cache note into docstring
* duplicate node id is not allowed
* [Feature] support non-numeric node_id/src_id/dst_id/graph_id and rename CSVDataset
* change return value when iterate dataset
* refine data_parser
* force reload
* add ut
* add doc link
* install dep
* fix ci
* fix ut; more comments
* remove deprecated attributes in rdf datasets; fix label feature name
* address comments
* fix ut for other frameworks
* [Feature] add CSVDataset to load data from csv files
* add CSVDataset class file
* install pyyaml when running unit tests
* install pandas for unit tests
* utilize pydantic for YAML config check
* generate yaml and csv files during test
* make more keys as optional
* remove/rename several keys in yaml config and more tets though looks a bit clumsy
* fix test failure on mxnet
* pass /path/to/dataset instead of yaml path
* code refinement
* code refine
* change several yaml field such as feat and graph_id
* merge graph generation logic
* refine code
* Refactored_first_version
* DGLCSVDataset works for single heterograph
* add more tests
* fix test failure in mxnet
* add docstring
* use list comprehension for dict
* fix version in YAML
* refine data length assert
* use dict.pop directly
* remove ambiguous variable names
* refine graph id missing logic
* refine graph create call
* separate node/edge/graph data parser
* remove separator in DefaultDataParser
* refine validation error log for yaml field
* minor check
* refine code via dict.get()
* move load_from_csv into Node/Edge/GraphData
* move _parse_node/edge/graph_data into Node/Edge/GraphData
* refine id-related fields check
* check duplicate ntypes/etypes when load yaml
* refine docstring
* squeeze node labels in FraudDataset
* fix RLModule
* update results in README.md
* fix KeyError in full graph training
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
* [Model] add model example CARE-GNN
* update README
* improvements based on the review feedback
* fix missing item()
Co-authored-by: zhjwy9343 <6593865@qq.com>
* PPIDataset
* Revert "PPIDataset"
This reverts commit 264bd0c960cfa698a7bb946dad132bf52c2d0c8a.
* Hide implementations that may cause confusions to the user
* fix number of classes in Amazon Cobuy datasets
* add four papers
* Fix doc string
* fix readme
* fix readme
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
* fix breakline in fakenews.py
* fix inconsistent argument name
* modify incorrect example and deprecated graph type
* modify docstring and example in knn_graph
* fix incorrect node type
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
* [BugFix] fix problems in data split
* fix format problems in docstring
* modify statistics to fit in dgl nature
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
Co-authored-by: zhjwy9343 <6593865@qq.com>
* csr and csc creation
* fix
* fix
* fixes to adj transpose
* fine
* raise error if indptr did not match number of nodes
* fix
* huh?
* oh
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>
* [Feature] add positive negative statistics
* [Feature] add permission information and fix import problem
* fix backend incompatible problem
* modify random split to remove sklearn usage
* modify file read to remove pandas usage
* add datasets into doc
* add random seed in data splitting
* add dataset unit test
* usage permission information update
Co-authored-by: zhjwy9343 <6593865@qq.com>
* add two fraud dataset
* add comments and modify to heterogenous graph
* modify the node name based on datasets
* add assertion message
Co-authored-by: zhjwy9343 <6593865@qq.com>
Mufei Li