Add alternative script for colormap, removing grid and adding colorbar to plots.
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python_scripts/colormap_alt.py
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38
python_scripts/colormap_alt.py
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import numpy as np
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import matplotlib.pyplot as plt
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import ast
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import seaborn as sns
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sns.set_theme()
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params = {
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"font.family": "Serif",
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"font.serif": "Roman",
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"text.usetex": True,
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"axes.titlesize": "large",
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"axes.labelsize": "large",
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"xtick.labelsize": "large",
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"ytick.labelsize": "large",
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"legend.fontsize": "medium",
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}
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plt.rcParams.update(params)
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def plot():
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with open("data/color_map.txt") as f:
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lines = f.readlines()
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size = int(lines[0])
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for i, line in enumerate(lines[1:]):
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fig, ax = plt.subplots()
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arr = line.strip().split("\t")
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arr = np.asarray(list(map(lambda x: ((a := complex(*ast.literal_eval(x)))*a.conjugate()).real, arr)))
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arr = arr.reshape(size,size)
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color_map = ax.imshow(arr.T, interpolation="nearest", cmap=sns.color_palette("mako", as_cmap=True))
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fig.colorbar(color_map, ax=ax)
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plt.grid(False)
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plt.savefig(f"latex/images/color_map_{i}.pdf")
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plt.close(fig)
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if __name__ == "__main__":
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plot()
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