import pandas as pd
import transmorgrify

#load training data
train_data = pd.read_csv( "phonetics_out_gpu_4000.csv" )[0:100]

#do the training
my_model = transmorgrify.Transmorgrifier()
my_model.train( 
    from_sentences=train_data["in_data"], 
    to_sentences=train_data["out_data"],
    iterations=100,  )

#save the results
my_model.save( "my_model.tm" )