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2015-03-15

Artificial Neurons and Single-Layer Neural Networks

Внимайте, Sebastian Raschka опубликовал прекрасную статью, подробно раскрывающую начала нейросетей. Замечу в скобочках, код на Python.
Замечательное дополнение к теме нейросетей, раскрытой в курсе ML на Coursera

This article offers a brief glimpse of the history and basic concepts of machine learning. We will take a look at the first algorithmically described neural network and the gradient descent algorithm in context of adaptive linear neurons, which will not only introduce the principles of machine learning but also serve as the basis for modern multilayer neural networks in future articles.

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If you are interested to play with the code examples, an IPython notebook version can be found at https://github.com/rasbt/pattern_classification.





original post http://vasnake.blogspot.com/2015/03/artificial-neurons-and-single-layer.html

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