Skip to content

A simple lightweight lib to calculate the gradient via back-propogation and playground to setup your own MLP

Notifications You must be signed in to change notification settings

rag594/go-micrograd

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

12 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Go-Micrograd

Backward Pass Graph of the expression - Backpropogation

image

To run the example of backpropogation

foo@bar:~$ cd examples/backpropogation
foo@bar:~$ go run .

NOTE: The image is created as outimage.png under examples/backpropogation package

Multi Layer Perceptron - With expression graph

Below is a MLP(3,4,4,1) of which expression graph is visualized

Expression graph of above MLP

To run the example of backpropogation

foo@bar:~$ cd examples/mlp
foo@bar:~$ go run .

NOTE: The image is created as outimage.png under examples/mlp package

About

A simple lightweight lib to calculate the gradient via back-propogation and playground to setup your own MLP

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages