# SOME DESCRIPTIVE TITLE.
# Copyright (C) 1999-2020, The Alibaba Group Holding Ltd.
# This file is distributed under the same license as the mars package.
# FIRST AUTHOR <EMAIL@ADDRESS>, 2020.
#
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#: ../../source/reference/tensor/generated/mars.tensor.histogram.rst:2
msgid "mars.tensor.histogram"
msgstr ""

#: mars.tensor.histogram:1 of
msgid "Compute the histogram of a set of data."
msgstr ""

#: mars.tensor.histogram of
msgid "Parameters"
msgstr ""

#: mars.tensor.histogram:3 of
msgid "Input data. The histogram is computed over the flattened tensor."
msgstr ""

#: mars.tensor.histogram:5 of
msgid ""
"If `bins` is an int, it defines the number of equal-width bins in the "
"given range (10, by default). If `bins` is a sequence, it defines a "
"monotonically increasing tensor of bin edges, including the rightmost "
"edge, allowing for non-uniform bin widths.  If `bins` is a string, it "
"defines the method used to calculate the optimal bin width, as defined by"
" `histogram_bin_edges`."
msgstr ""

#: mars.tensor.histogram:5 of
msgid ""
"If `bins` is an int, it defines the number of equal-width bins in the "
"given range (10, by default). If `bins` is a sequence, it defines a "
"monotonically increasing tensor of bin edges, including the rightmost "
"edge, allowing for non-uniform bin widths."
msgstr ""

#: mars.tensor.histogram:10 of
msgid ""
"If `bins` is a string, it defines the method used to calculate the "
"optimal bin width, as defined by `histogram_bin_edges`."
msgstr ""

#: mars.tensor.histogram:13 of
msgid ""
"The lower and upper range of the bins.  If not provided, range is simply "
"``(a.min(), a.max())``.  Values outside the range are ignored. The first "
"element of the range must be less than or equal to the second. `range` "
"affects the automatic bin computation as well. While bin width is "
"computed to be optimal based on the actual data within `range`, the bin "
"count will fill the entire range including portions containing no data."
msgstr ""

#: mars.tensor.histogram:21 of
msgid ""
"A tensor of weights, of the same shape as `a`.  Each value in `a` only "
"contributes its associated weight towards the bin count (instead of 1). "
"If `density` is True, the weights are normalized, so that the integral of"
" the density over the range remains 1."
msgstr ""

#: mars.tensor.histogram:27 of
msgid ""
"If ``False``, the result will contain the number of samples in each bin. "
"If ``True``, the result is the value of the probability *density* "
"function at the bin, normalized such that the *integral* over the range "
"is 1. Note that the sum of the histogram values will not be equal to 1 "
"unless bins of unity width are chosen; it is not a probability *mass* "
"function.  Overrides the ``normed`` keyword if given."
msgstr ""

#: mars.tensor.histogram:27 of
msgid ""
"If ``False``, the result will contain the number of samples in each bin. "
"If ``True``, the result is the value of the probability *density* "
"function at the bin, normalized such that the *integral* over the range "
"is 1. Note that the sum of the histogram values will not be equal to 1 "
"unless bins of unity width are chosen; it is not a probability *mass* "
"function."
msgstr ""

#: mars.tensor.histogram:34 of
msgid "Overrides the ``normed`` keyword if given."
msgstr ""

#: mars.tensor.histogram of
msgid "Returns"
msgstr ""

#: mars.tensor.histogram:37 of
msgid ""
"* **hist** (*tensor*) -- The values of the histogram. See `density` and "
"`weights` for a   description of the possible semantics. * **bin_edges** "
"(*tensor of dtype float*) -- Return the bin edges ``(length(hist)+1)``."
msgstr ""

#: mars.tensor.histogram:37 of
msgid ""
"**hist** (*tensor*) -- The values of the histogram. See `density` and "
"`weights` for a description of the possible semantics."
msgstr ""

#: mars.tensor.histogram:39 of
msgid ""
"**bin_edges** (*tensor of dtype float*) -- Return the bin edges "
"``(length(hist)+1)``."
msgstr ""

#: mars.tensor.histogram:41 of
msgid ""
":func:`histogramdd`, :func:`bincount`, :func:`searchsorted`, "
":func:`digitize`, :func:`histogram_bin_edges`"
msgstr ""

#: mars.tensor.histogram:44 of
msgid "Notes"
msgstr ""

#: mars.tensor.histogram:45 of
msgid ""
"All but the last (righthand-most) bin is half-open.  In other words, if "
"`bins` is::"
msgstr ""

#: mars.tensor.histogram:50 of
msgid ""
"then the first bin is ``[1, 2)`` (including 1, but excluding 2) and the "
"second ``[2, 3)``.  The last bin, however, is ``[3, 4]``, which "
"*includes* 4."
msgstr ""

#: mars.tensor.histogram:55 of
msgid "Examples"
msgstr ""

#: mars.tensor.histogram:73 of
msgid ""
"Automated Bin Selection Methods example, using 2 peak random data with "
"2000 points:"
msgstr ""

