parameter searching

[neenerrh]

Hello. is there any tool for searching for the optimal parameters or does it have to be done manually

[houchengbin]

Hi. You may write a .sh file to conduct the grid search.
An example of that could be https://github.com/houchengbin/GloDyNE/blob/master/bash/NE_AS733.sh
And to run the .sh file, please follow https://github.com/houchengbin/GloDyNE#advanced-for-batch-testing

What you may need to modify are those parameters specified in

OpenANE/src/main.py

Line 25 in 144b882

parser = ArgumentParser(formatter_class=ArgumentDefaultsHelpFormatter, conflict_handler='resolve')

For example, to search "ABRW-beta" for the method presented in our paper, you could write the following commands in a .sh file.

python src/main.py --method abrw --task lp_and_nc --emb-file emb/cora_abrw_emb --save-emb --ABRW-beta 0.1
python src/main.py --method abrw --task lp_and_nc --emb-file emb/cora_abrw_emb --save-emb --ABRW-beta 0.2
.
.
.
python src/main.py --method abrw --task lp_and_nc --emb-file emb/cora_abrw_emb --save-emb --ABRW-beta 0.9

Let me know if you have further problems.

[neenerrh]

Thank you very much. I will give it a try