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neural network basics

  • 2 Devlogs
  • 6 Total hours

a basic neural network to predict genders from height and weight

Ship #1 Pending review

Neural Networks!!!

This will be me creating a neural network from scratch while learning aout them. this was inspired by the growing craze about ai (although i am a few years late it is of no matter)
the following code has a dataset of 4 people and their weights and heights and genders.

the dataset

  • 4 people and their heights and weights and genders
  • 1 for female and 0 for male

signing off

this is just part 1 of my project i will continue it in another ysws for the next part so all this does is run a program to minimise the loss functiona
  • 2 devlogs
  • 6h
Try project → See source code →
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4h 25m 35s logged

trying to get into machine learning

i read the blog : https://victorzhou.com/blog/intro-to-neural-networks/ for the theory of my project.

i learnt about basically the UAT universal approx theorem and how that is the motivation behind neural networks.

So we use feedforward to get results and backprop and sgd to train it next i will try creating it from memory

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