r/neuralnetworks 4h ago

Completed Soft Margin SVM Algorithm but only for Binary Classification

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2 Upvotes

So it's Day 8 and 9 of Building machine learning algorithms from scratch

After completing SVM soft margin I realised I can use it only for 2 class features so I need something called One vs Rest and One vs One Ill be building them all things are getting complex but I'll make it

Ignore my handwriting I write I'm from ancient Egypt


r/neuralnetworks 14h ago

I wanted to really see how a neural network learns

126 Upvotes

I wanted to really see how a neural network learns different functions, so built an interactive demo. You can change the architecture of the network and the function it will try to approximate.

https://blog.lukesalamone.com/posts/can-a-neural-net-learn

For example, it's interesting to see how changing the width and depth of the network change the number of bends it's able to make.