Less verbose training
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@ -837,8 +837,7 @@ def train(gamma = 1, full=True):
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while gamma > 1.0e-06 and delta > 1.0e-06:
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while gamma > 1.0e-06 and delta > 1.0e-06:
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last_mse = mse
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last_mse = mse
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print({'mse': mse, 'w': weights, 'gamma': gamma, 'delta': delta})
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print({'mse': mse, 'gamma': gamma, 'delta': delta})
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print(gradient)
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delta = sum(gradient[g]**2 for g in gradient)
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delta = sum(gradient[g]**2 for g in gradient)
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for wt in weights:
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for wt in weights:
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weights[wt] += gamma*gradient[wt]
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weights[wt] += gamma*gradient[wt]
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