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choasma / HSIC-bottleneck

The HSIC Bottleneck: Deep Learning without Back-Propagation
https://arxiv.org/abs/1908.01580
MIT License
81 stars 17 forks source link

Using your work in my environment #2

Closed zwep closed 4 years ago

zwep commented 4 years ago

Hi!

I have seen your paper and wanted to give it a go on one of my own projects. Can you verify that an example of your method is shown in source/hsicbt/core/train_hsic.py? So if I would replicate that work, I would be doing 'the right thing'?

choasma commented 4 years ago

SORRY, I just saw your comment. I'll update you shortly

choasma commented 4 years ago

hi @zwep, sorry for the long wait. Yes if you are working on that function, it is exactly the core function what we were doing in the paper across different tasks. For your convenience, I just prepared the API tester for you: tests/test_api_train_hsic.py

Ideally, you should see H_hx decreases and H_hy increases respectively Please let me know if you have any further issues

choasma commented 4 years ago

hi @zwep, please feel free to reopen this ticket or create new for any further question, thanks!