softmaxreg (version 1.2)

Training Multi-Layer Neural Network for Softmax Regression and Classification

Description

Implementation of 'softmax' regression and classification models with multiple layer neural network. It can be used for many tasks like word embedding based document classification, 'MNIST' dataset handwritten digit recognition and so on. Multiple optimization algorithm including 'SGD', 'Adagrad', 'RMSprop', 'Moment', 'NAG', etc are also provided.

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Install

install.packages('softmaxreg')

Monthly Downloads

8

Version

1.2

License

GPL (>= 2)

Maintainer

Last Published

September 9th, 2016

Functions in softmaxreg (1.2)