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perplexity-lenses

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Sync with data tooling repo, using edugp/kenlm models, updating viz to use quantiles for coloring and ad-hoc viz for the registry dataset

3c30fa3 over 2 years ago

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481 Bytes

	import matplotlib.figure
	import matplotlib.pyplot as plt
	import numpy as np


	def draw_histogram(
	values: np.ndarray,
	cutoff_x_axis: float = 2000.0,
	title: str = "Perplexity histogram",
	xlabel: str = "Perplexity",
	) -> matplotlib.figure.Figure:
	hist_values = values[values < cutoff_x_axis]
	fig, ax = plt.subplots(figsize=(12, 9))
	ax.hist(hist_values, bins=50)
	ax.set_title(title)
	ax.set_xlabel(xlabel)
	ax.set_ylabel("Counts")
	return fig