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visualization.py v 1.0.0.001
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@ -6,10 +6,12 @@
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# fancy
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# fancy
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# setup:
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# setup:
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__version__ = "1.0.0.000"
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__version__ = "1.0.0.001"
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#changelog should be viewed using print(analysis.__changelog__)
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#changelog should be viewed using print(analysis.__changelog__)
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__changelog__ = """changelog:
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__changelog__ = """changelog:
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1.0.0.001:
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- added graphhistogram function as a fragment of visualize_pit.py
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1.0.0.000:
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1.0.0.000:
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- created visualization.py
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- created visualization.py
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- added graphloss()
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- added graphloss()
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@ -26,9 +28,31 @@ __all__ = [
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]
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]
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import matplotlib.pyplot as plt
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import matplotlib.pyplot as plt
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import numpy as np
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def graphloss(losses):
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def graphloss(losses):
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x = range(0, len(losses))
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x = range(0, len(losses))
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plt.plot(x, losses)
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plt.plot(x, losses)
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plt.show()
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def graphhistogram(data, figsize, sharey = True): # expects library with key as variable and contents as occurances
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fig, ax = plt.subplots(1, len(data), sharey=sharey, figsize=figsize)
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i = 0
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for variable in data:
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ax[i].hist(data[variable])
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ax[i].invert_xaxis()
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ax[i].set_xlabel('Variable')
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ax[i].set_ylabel('Frequency')
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ax[i].set_title(variable)
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plt.yticks(np.arange(len(data[variable])))
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i+=1
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plt.show()
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plt.show()
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