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 precomputed 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