wandb.data_types.Histogram

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wandb class for histograms.

Histogram(
    sequence: Optional[Sequence] = None,
    np_histogram: Optional['NumpyHistogram'] = None,
    num_bins: int = 64
) -> None

This object works just like numpy's histogram function https://docs.scipy.org/doc/numpy/reference/generated/numpy.histogram.html

Examples:

Generate histogram from a sequence

wandb.Histogram([1,2,3])

Efficiently initialize from np.histogram.

hist = np.histogram(data)
wandb.Histogram(np_histogram=hist)

Arguments
sequence	(array_like) input data for histogram
np_histogram	(numpy histogram) alternative input of a precoomputed histogram
num_bins	(int) Number of bins for the histogram. The default number of bins is 64. The maximum number of bins is 512

Attributes
bins	([float]) edges of bins
histogram	([int]) number of elements falling in each bin

Class Variables
MAX_LENGTH	512