Skip to content

This is just a set of simple tests using the raw perceptron definition, without any kind of much advanced neural net or AI frameworks, just matplot lib to plot the .gifs outputs and some simple functions as the net.

Notifications You must be signed in to change notification settings

JoaoMario109/simple-perceptron-study

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

1 Commit
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Brief study in perceptron

OBS - Does not use this in any professional application or work, its just meant to be a simple study for a presentation and to visualize some behaviors on perceptron, fell free to complement if you like but this is not meant to be used in any sort of production product.

Also I didn't used any kind of library or cool abstraction to implement the net or even the perceptron itself, only some simple functions for each case that I wanted to test, for production make use of some library that already implements the neural network in a more proper way using correct algebra and transformations and not just a bunch of functions. As mentioned this is just a simple study

Running

Just make sure to have virtualenv installed in you python and create a virtual environment

python -m virtualenv .venv source .venv/bin/activate pip install -r requirements.txt

And open perceptron-study.ipynb in some text editor or IDE that supports a better visualization and interaction and feel free to play around.

About

This is just a set of simple tests using the raw perceptron definition, without any kind of much advanced neural net or AI frameworks, just matplot lib to plot the .gifs outputs and some simple functions as the net.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published