Skip to content

Basic multi-layer perceptron model in Rust trained on the MNIST dataset

License

Notifications You must be signed in to change notification settings

Kreavita/rustynetwork

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

10 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

rustynetwork

Basic multi-layer perceptron model in Rust trained on the MNIST dataset

Quick Start

To use the MNIST Model, just build and run the project with cargo run --release and head to http://localhost:80, there you can start training the model.

Training Tips

By increasing the batch size continusly from 5 to 256 within about 10-15 runs and at the same time slowly lowering the learning rate from about 2.5 to 1.5, over 96% Accuracy on the test data have be achieved.

Have fun!

grafik

About

Basic multi-layer perceptron model in Rust trained on the MNIST dataset

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published