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Creating example of LNNs with Traditional NN

Open anas-rz opened this issue 3 years ago • 2 comments

Hi, We had a discussion with the IBM Neuro-Symbolic AI Team regarding contributing to LNN. One particular application type I became interested in is using them with traditional NN-based approaches. I suggest LNN repository should have some examples with public datasets like keras and Theseus. These examples help practitioners get a head-first experience of the framework. I look forward to contributing such one-click examples. Thanks.

anas-rz avatar Oct 26 '22 07:10 anas-rz

Not the same thing, but the LTN library includes an example of using MNIST images and adding the numbers: https://github.com/logictensornetworks/logictensornetworks/tree/master/examples/mnist It's very hard to find integrated "neuro" and "semantic" (or "symbolic") examples.

I just created a test case I'd find fun: https://github.com/VerdantAI/math-blog/tree/master/nesy#trained-model-semantic-rules

buddha314 avatar Nov 20 '22 18:11 buddha314

https://pypi.org/project/liquidnn/

Nakshatra1729yuvi avatar Aug 28 '25 04:08 Nakshatra1729yuvi