Skip to content

Neural net framework. Uses gradient descent as learning method. Also includes VISUALIZATION.

Notifications You must be signed in to change notification settings

AndrewAXue/neural-net

Repository files navigation

neural-net

Neural net framework built from scratch. Uses gradient descent as learning method. Has graphical support, with buttons to allow easy usage of the feedforward, backpropagate, and gradient_descent functions. Also features nodes that gives instant feedback on the weight,biases, and partial derivatives of the net as well as showing the results of each feed. The quadratic, cross-entropy and log-likelihood cost functions are all included and are customizable. Other features include softmax and the easy export and import of neural nets as a text file. Now supports graphing as well!

About

Neural net framework. Uses gradient descent as learning method. Also includes VISUALIZATION.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages