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Hands-On Deep Learning with Go
book

Hands-On Deep Learning with Go

by Gareth Seneque, Darrell Chua
August 2019
Intermediate to advanced
242 pages
5h 45m
English
Packt Publishing
Content preview from Hands-On Deep Learning with Go

Machine learning libraries for Golang

This library differs in that it implements its own matrix operations and does not rely on Gonum. It is really a collection of implementations that include the following:

  • Linear regression
  • Logistic regression
  • Neural networks
  • Collaborative filtering
  • Gaussian multivariate distribution for anomaly detection systems

Individually, these are powerful tools; indeed, linear regression is often described as one of the most important tools in the data scientist's toolkit, but, for our purposes, we really only care about the neural networks portion of the library. And here, we see limitations similar to those of GoLearn, such as limited activation functions and a lack of tools for intra- and interlayer connections ...

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Publisher Resources

ISBN: 9781789340990