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* [Misc] Black auto fix.

* fix pylint disable
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* Update

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Co-authored-by: Xin Yao <xiny@nvidia.com>

* Update citation_graph.py

* Update

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Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

* Add Flickr and Yelp dataset

* Update flickr.py

* update

* Update yelp.py

* Update yelp.py

* update

* Update yelp.py

* Update test_data.py

* Update yelp.py

* update

* Update test_data.py

* Update yelp.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* 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>

Co-authored-by: decoherencer <decoherencer@users.noreply.github.com>
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* Fix bugs & Update dataset

* Update

* Update wikics.py

* Update wikics.py

* Update test_data.py

* Update wikics.py

* Update wikics.py

* Update wikics.py

* update

* Update module.py

* Update dgl.data.rst

* Update wikics.py

* Update wikics.py
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* Update

* CI

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* Fix

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* wip: dataloading doc

* update dataloading package doc and many others

* lint

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* Fix

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* Fix

* add train_idx/val_idx/test_idx as dataset attributes

* refine docstring

* [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

* [Fix] Convert float64 to float32 when creating tensor

* fix
Co-authored-by: RhettYing <rhett_ying@qq.com>
Co-authored-by: Rhett Ying <85214957+Rhett-Ying@users.noreply.github.com>

* [Fix] Convert float64 to float32 when creating tensor

* refine docstring

* add

* fix

* fix

* fix

* fix

* add

* add

* fix

* fix

* fix

* new loader

* fix

* fix

* fix for 3.6

* fix

* add

* add receipes and also some bug fixes

* fix

* fix

* fix

* fix receipies

* allow AsNodeDataset to work on ogb

* add ut

* many fixes for nodepred-ns pipeline

* receipe for nodepred-ns

* Update enter/README.md
Co-authored-by: Zihao Ye <zihaoye.cs@gmail.com>

* fix layers

* fix

* fix

* fix

* fix

* fix multiple issues

* fix for citation2

* fix comment

* fix

* fix

* clean up

* fix
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>
Co-authored-by: Minjie Wang <minjie.wang@nyu.edu>
Co-authored-by: Zihao Ye <zihaoye.cs@gmail.com>

* Update (#5)

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* FIx

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* Fix

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* Update README.md

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* Fix

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* Fix

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* CI
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Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

* [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

* Update

* Fix

* Update

* add ut

* add doc link

* install dep

* add

* Revert "install dep"

This reverts commit e574a8377144749056c6849b655004df2771e179.

* add

* merge fix

* rm files

* fix

* fix

* fix

* fix

* fix typo

* fix tf

* fix

* fix

* fix

* fix

* fix

* fix dependency

* fix test

* fix

* fix

* add doc

* fix

* fix

* fix test

* fix test
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

* [data] refine AsNodePredDataset and add tests for DGLCSVDataset

* fix

* remove add_self_loop

* refine

* 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

* [Fix] check and load dependencies when needed

* refine rdflib import

* [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>

* enable force_reload of FraudDataset

* rewrite hash_key in FraudDataset

* [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>

* [Feature] apply dgl.reorder() onto several node classification datasets in DGL

* rebase on latest dgl.reorder_graph()

* 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>