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start working on plotting script, but it isn't finished yet
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aimodel/src/plot_metrics.py
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aimodel/src/plot_metrics.py
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import os
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import seaborn as sns
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import pandas as pd
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def plot_metric(train, val, name, dir_output):
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plt.plot(train, label=f"train_{name}")
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plt.plot(val, label=f"val_{name}")
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plt.title(name)
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plt.xlabel("epoch")
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plt.ylabel(name)
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plt.savefig(os.path.join(dir_output, f"{name}.png"))
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plt.close()
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FILEPATH_INPUT = os.environ["INPUT"]
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DIRPATH_OUTPUT = os.environ["OUTPUT"] if "OUTPUT" in os.environ else os.getcwd()
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df = pd.read_csv(FILEPATH_INPUT)
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