Language identifier

using neural network with one hidden layer to Perdict the probable language of each sentence.

Input: five sequential characters from the text Output: softmax over three options determining whether the language is English, French, or Italian.

Part One: Perdict the probable language of each sentence.

Part Two: Hyperparameter Optimization

Use the dev data to optimize your hyperparameters

A list of the sets of hyperparameters that you tried on the dev data: [50,0.1],[50,0.05],[100,0.05],[120,0.05],[120,0.1]

To Run the program:

python languageIdentification.py languageIdentification.data/train languageIdentification.data/dev languageIdentification.data/test