Joshua Lansford commited on
Commit
ee0d60a
·
1 Parent(s): a97af56

Testing example programs.

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Files changed (2) hide show
  1. example_run.py +19 -0
  2. example_train.py +15 -0
example_run.py ADDED
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+ import pandas as pd
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+ import transmorgrify
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+
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+ #load inference data
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+ inference_data = pd.read_csv( "phonetics_out_gpu_4000.csv" )
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+
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+ #Load the model
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+ my_model = transmorgrify.Transmorgrifier()
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+ my_model.load( "my_model.tm" )
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+
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+ #do the inference
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+ #model returns a generator so wrap it with a list
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+ for result in my_model.execute( inference_data["in_data"] ):
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+ print( result )
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+
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+
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+ # results = list( my_model.execute( inference_data["in_data"] ) )
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+
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+ # print( results )
example_train.py ADDED
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+ import pandas as pd
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+ import transmorgrify
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+
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+ #load training data
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+ train_data = pd.read_csv( "phonetics_out_gpu_4000.csv" )[0:100]
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+
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+ #do the training
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+ my_model = transmorgrify.Transmorgrifier()
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+ my_model.train(
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+ from_sentances=train_data["in_data"],
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+ to_sentances=train_data["out_data"],
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+ iterations=100, )
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+
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+ #save the results
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+ my_model.save( "my_model.tm" )