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Supervised Learning: Neural Networks
| | sefiks.com
Step Function as a Neural Network Activation Function - Sefik Ilkin Serengil
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| | Heaviside step function is one of the most common activation function in neural networks. The functionproduces binary output. That is the reason why it alsocalled as binary step function. That's why, they are very useful for binary classification studies.
| | adl1995.github.io
An overview of activation functions used in neural networks
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| | michael-lewis.com
A machine learning glossary for hackers ยท Michael I Lewis
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| | This is a short summary of some of the terminology used in machine learning, with an emphasis on neural networks. I've put it together primarily to help my own understanding, phrasing it largely in non-mathematical terms. As such it may be of use to others who come from more of a programming than a mathematical background.
| | wtfleming.github.io
Cats vs Dogs - Part 3 - 99.1% Accuracy - Binary Image Classification with PyTorch and an Ensemble of ResNet Models
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