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21 lines
481 B
Python
Executable File
21 lines
481 B
Python
Executable File
#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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import voting_lib.load_data as ld
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import voting_lib.voting_analysis as va
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# Load data
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data = ld.load_german_data().to_numpy()
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X = data[:,2:]
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# Train model
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grid_h = 10 # Grid height
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grid_w = 10 # Grid width
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radius = 2 # Neighbour radius
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step = 0.5
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ep = 300 # No of epochs
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model = va.train_model(X, grid_h, grid_w, radius, step, ep)
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# Predict and visualize output
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va.predict(model, data, grid_h, grid_w) |