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3Blue1Brown - But what is a Neural Network?
| | www.v7labs.com
Activation Functions in Neural Networks [12 Types & Use Cases]
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| | A neural network activation function is a function that is applied to the output of a neuron. Learn about different types of activation functions and how they work.
| | golb.hplar.ch
Building a simple neural network with Java and JavaScript
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| | [AI summary] The article describes the implementation of a neural network in Java and JavaScript for digit recognition using the MNIST dataset, covering forward and backpropagation processes.
| | rkoutnik.com
Hacking Calculords part 3: A math-free intro to neural networks
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| | So far in the calculords series we've accomplished:
| | vxlabs.com
Variational Autoencoder in PyTorch, commented and annotated. - vxlabs
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| I have recently become fascinated with (Variational) Autoencoders and with PyTorch. Kevin Frans has a beautiful blog post online explaining variational autoencoders, with examples in TensorFlow and, importantly, with cat pictures. Jaan Altosaar's blog post takes an even deeper look at VAEs from both the deep learning perspective and the perspective of graphical models. Both of these posts, as well as Diederik Kingma's original 2014 paper Auto-Encoding Variational Bayes, are more than worth your time.