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Creating example of LNNs with Traditional NN #59

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anas-rz opened this issue Oct 26, 2022 · 1 comment
Open

Creating example of LNNs with Traditional NN #59

anas-rz opened this issue Oct 26, 2022 · 1 comment
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tutorial Improving newcomer understanding

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@anas-rz
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anas-rz commented Oct 26, 2022

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.

@buddha314
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buddha314 commented Nov 20, 2022

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

@NaweedAghmad NaweedAghmad added the tutorial Improving newcomer understanding label Mar 1, 2023
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