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dpi issue fixes
rerun 05 with newer ipython to fix dpi in gridsearch overview. fix preamble to use figure.dpi not savefig.dpi
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05-model-evaluation-and-improvement.ipynb

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preamble.py

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from cycler import cycler
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set_matplotlib_formats('pdf', 'png')
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plt.rcParams['savefig.dpi'] = 300
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plt.rcParams['figure.dpi'] = 300
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plt.rcParams['image.cmap'] = "viridis"
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plt.rcParams['image.interpolation'] = "none"
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plt.rcParams['savefig.bbox'] = "tight"

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