Statistics#
Order statistics#
Range of values (maximum - minimum) along an axis. |
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Compute the q-th percentile of the data along the specified axis. |
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Compute the q-th quantile of the data along the specified axis. |
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Return minimum of a tensor or minimum along an axis, ignoring any NaNs. |
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Return the maximum of an array or maximum along an axis, ignoring any NaNs. |
Average and variances#
Compute the median along the specified axis. |
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Compute the weighted average along the specified axis. |
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Compute the arithmetic mean along the specified axis. |
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Compute the standard deviation along the specified axis. |
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Compute the variance along the specified axis. |
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Compute the arithmetic mean along the specified axis, ignoring NaNs. |
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Compute the standard deviation along the specified axis, while ignoring NaNs. |
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Compute the variance along the specified axis, while ignoring NaNs. |
Correlating#
Return Pearson product-moment correlation coefficients. |
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Estimate a covariance matrix, given data and weights. |
Histograms#
Compute the histogram of a set of data. |
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Count number of occurrences of each value in array of non-negative ints. |
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Function to calculate only the edges of the bins used by the histogram function. |
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Return the indices of the bins to which each value in input tensor belongs. |