transformers/docs/source
Clémentine Fourrier 87208a05af
Graphormer model for Graph Classification (#20968)
* [FT] First commit for graphormer architecture.

The model has no tokenizer, as it uses a collator and preprocessing function for its input management.
Architecture to be tested against original one.
The arch might need to be changed to fit the checkpoint, but a revert to the original arch will make the code less nice to read.
TODO: doc

* [FIX] removed test model

* [FIX] import error

* [FIX] black and flake

* [DOC] added paper refs

* [FIX] [DOC]

* [FIX] black

* [DOC] Updated READMEs

* [FIX] Order of imports + rm Tokenizer calls

* [FIX] Moved assert in class to prevent doc build failure

* [FIX] make fix-copies

* [Doc] update from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* [FIX] Removed Graphormer from Sequence classification model list

* [DOC] Added HF copyright to Cython file

* [DOC] Fixed comments

* [FIX] typos in class doc + removed config classes.

Todo: update doc from paper definitions

* [FIX] Removed dependency to fairseq, and replaced all asserts with Exception management

* [FIX] Homogeneized initialization of weights to pretrained constructor

* [FIX] [CP] Updated multi_hop parameter to get same results as in original implementation

* [DOC] Relevant parameter description in the configuration file

* [DOC] Updated doc and comments in main graphormer file

* [FIX] make style and quality checks

* [DOC] Fix doc format

* [FIX] [WIP] Updated part of the tests, though still a wip

* [FIX] [WIP]

* [FIX] repo consistency

* [FIX] Changed input names for more understandability

* [FIX] [BUG] updated num_classes params for propagation in the model

* simplified collator

* [FIX] Updated tests to follow new naming pattern

* [TESTS] Updated test suite along with model

* |FIX] rm tokenizer import

* [DOC] add link to graphormerdoc

* Changed section in doc from text model to graph model

* Apply suggestions from code review

Spacing, inits

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* [DOC] Explain algos_graphormer functions

* Cython soft import protection

* Rm call to Callable in configuration graphormer

* [FIX] replaced asserts with Exceptions

* Add org to graphormer checkpoints

* Prefixed classes with Graphormer

* Management of init functions

* format

* fixes

* fix length file

* update indent

* relaunching ci

* Errors for missing cython imports

* fix style

* fix style doc

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2023-01-19 13:05:59 -05:00
..
de Add OneFormer Model (#20577) 2023-01-19 09:31:07 +01:00
en Graphormer model for Graph Classification (#20968) 2023-01-19 13:05:59 -05:00
es Add OneFormer Model (#20577) 2023-01-19 09:31:07 +01:00
it Add OneFormer Model (#20577) 2023-01-19 09:31:07 +01:00
ja Add Japanese translation index.mdx (#21186) 2023-01-19 17:53:28 +01:00
ko Add OneFormer Model (#20577) 2023-01-19 09:31:07 +01:00
pt Add OneFormer Model (#20577) 2023-01-19 09:31:07 +01:00
zh translate zh quicktour(#20095) (#20181) 2022-11-21 08:44:18 -05:00
_config.py Adding evaluate to the list of libraries required in generated notebooks (#20850) 2022-12-21 14:04:08 +01:00