/machine-learning-from-scratch-in-R

Machine Learning from scratch with R, Python and Matlab

Primary LanguageMatlab

Machine Learning from scratch with R, Python and Matlab

Descriptions

I implement Random Forest, Softmax Resgession, Deep Neural Network, Convolutional Neural Network, Recurrent Neural Network to classify MNIST hand digit images from scratch. Most of methods are implemented in R language.

Data

You can download MNIST data in here: https://www.kaggle.com/c/digit-recognizer

Result

All methods achieved > 90% accuracy. The best result is 99% by Convolutional Neural Network.

Author

Binh Thanh Do