Issue 73

[ChernyakKonstantin]

Apply changes suggested in issue #73

There is also small reformatting and documentation extension.

[ChernyakKonstantin]

I need some help on the examples/4_advising_models/advise_by_surrogate.py example testing.

My current version of PyTorch is 2.1.0 that is not compatible with surrogate model.

Who can run the example, please, report whether it works properly. Otherwise, provide me version of PyTorch that you have if you can run the example.

[MorrisNein]

Идём верным курсом, спасибо! Осталось немного

[ChernyakKonstantin]

Идём верным курсом, спасибо! Осталось немного

Удалось проверить пример на работоспособность?

[pep8speaks]

Hello @ChernyakKonstantin! Thanks for updating this PR. We checked the lines you've touched for PEP 8 issues, and found:

• In the file meta_automl/meta_algorithm/model_advisors/__init__.py:

Line 1:1: F401 'meta_automl.meta_algorithm.model_advisors.model_advisor.DatasetSimilarityModelAdvisor' imported but unused
Line 1:1: F401 'meta_automl.meta_algorithm.model_advisors.model_advisor.ModelAdvisor' imported but unused
Line 2:1: F401 'meta_automl.meta_algorithm.model_advisors.diverse_model_advisor.DiverseModelAdvisor' imported but unused
Line 3:1: F401 'meta_automl.meta_algorithm.model_advisors.surrogate_advisor.SurrogateGNNModelAdvisor' imported but unused

Comment last updated at 2023-12-13 12:11:15 UTC

[MorrisNein]

Удалось проверить пример на работоспособность?

Да, с небольшими фиксами запустил.

[ChernyakKonstantin]

Да, с небольшими фиксами запустил.

Напиши версию pytorch и PyTorch_geometric, с которыми удалось запустить.

[MorrisNein]

Напиши версию pytorch и PyTorch_geometric, с которыми удалось запустить.

pytorch-lightning==2.0.5
torch==2.0.0+cpu
torch-geometric==2.3.0
torch-scatter==2.1.2+pt20cpu
torchmetrics==0.11.4
torchvision==0.15.1+rocm5.4.2

[codecov]

Codecov Report

Attention: 21 lines in your changes are missing coverage. Please review.

Comparison is base (ce147ff) 28.39% compared to head (fb879ca) 28.58%.

Files	Patch %	Lines
...meta_algorithm/model_advisors/surrogate_advisor.py	0.00%	20 Missing ⚠️
...a_automl/meta_algorithm/model_advisors/__init__.py	0.00%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #80      +/-   ##
==========================================
+ Coverage   28.39%   28.58%   +0.18%     
==========================================
  Files          54       54              
  Lines        2317     2302      -15     
==========================================
  Hits          658      658              
+ Misses       1659     1644      -15     

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[MorrisNein]

Пофиксил конфликты, вызванные моими недавними правками. Также адаптировал пример