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Building a Neural Network in Go

ataylor.io · published 13 December 2021

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Host
https://github.com/kujenga/goml
github.com
https://en.wikipedia.org/wiki/Perceptron
en.wikipedia.org
https://en.wikipedia.org/wiki/Feedforward_neural_network
en.wikipedia.org
https://en.wikipedia.org/wiki/Multilayer_perceptron
en.wikipedia.org
https://pkg.go.dev/github.com/kujenga/goml@v0.1.0/lin
pkg.go.dev
https://en.wikipedia.org/wiki/MNIST_database
en.wikipedia.org
https://en.wikipedia.org/wiki/Dot_product
en.wikipedia.org
https://www.youtube.com/watch?v=XE3krf3CQls
youtube.com
https://en.wikipedia.org/wiki/Gradient_descent
en.wikipedia.org
https://www.khanacademy.org/math/multivariable-calculus/multivariable-derivatives/partial-derivative-and-gradient-articles/a/introduction-to-partial-derivatives
khanacademy.org
https://www.youtube.com/watch?v=Zr5viAZGndE
youtube.com
https://en.wikipedia.org/wiki/Power_rule
en.wikipedia.org
https://towardsdatascience.com/derivative-of-the-sigmoid-function-536880cf918e
towardsdatascience.com
https://pkg.go.dev/github.com/kujenga/goml@v0.0.0-20210928201159-b73f61220256/idx
pkg.go.dev
https://pkg.go.dev/github.com/kujenga/goml@v0.0.0-20210928201159-b73f61220256/mnist
pkg.go.dev
https://www.tensorflow.org/learn
tensorflow.org
https://pytorch.org/docs/stable/index.html
pytorch.org
https://bostongolang.org/
bostongolang.org
https://www.meetup.com/bostongo/events/280522108/
meetup.com
https://docs.google.com/presentation/d/1fFeRehIzcdtE_ujWfvYhrytWLYZrXDeQ4AvZnDqCKfc/edit
docs.google.com
https://www.youtube.com/playlist?list=PLZbbT5o_s2xq7LwI2y8_QtvuXZedL6tQU
youtube.com
https://www.youtube.com/deeplizard
youtube.com
https://smile.amazon.com/Make-Your-Own-Neural-Network/dp/1530826608/
smile.amazon.com
https://www.kdnuggets.com/2019/11/build-artificial-neural-network-scratch-part-1.html
kdnuggets.com
https://stackabuse.com/creating-a-neural-network-from-scratch-in-python/
stackabuse.com
https://yann.lecun.com/exdb/mnist/
yann.lecun.com
https://pkg.go.dev/github.com/kujenga/goml
pkg.go.dev
https://deepai.org/dataset/mnist
deepai.org