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"""The pyhf Command Line Interface.""" | ||
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import logging | ||
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import click | ||
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'''Shell completions for pyhf.''' | ||
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import click | ||
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try: | ||
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"""The inference CLI group.""" | ||
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import logging | ||
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import click | ||
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"""The pyhf spec CLI subcommand.""" | ||
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import logging | ||
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import click | ||
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"""CLI subapps to handle conversion from ROOT.""" | ||
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import logging | ||
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import click | ||
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"""Brazil Band Plots.""" | ||
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from collections import namedtuple | ||
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import matplotlib.pyplot as plt | ||
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"""Interval estimation""" | ||
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import pyhf.infer.intervals.upper_limits | ||
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__all__ = ["upper_limits.upper_limit"] | ||
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"""Interval estimation""" | ||
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import numpy as np | ||
from scipy.optimize import toms748 | ||
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"""Piecewise-Exponential Interpolation (Code 1).""" | ||
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import logging | ||
import math | ||
import pyhf | ||
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"""Quadratic Interpolation (Code 2).""" | ||
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import logging | ||
import pyhf | ||
from pyhf.tensor.manager import get_backend | ||
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"""Polynomial Interpolation (Code 4).""" | ||
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import logging | ||
import math | ||
import pyhf | ||
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"""Helper Classes for use of automatic differentiation.""" | ||
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import logging | ||
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import numpy as np | ||
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"""Tensorflow Backend Function Shim.""" | ||
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from pyhf import get_backend | ||
import tensorflow as tf | ||
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"""NumPy Tensor Library Module.""" | ||
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from __future__ import annotations | ||
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import logging | ||
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