API
---

.. currentmodule:: dask.array

Top level functions
~~~~~~~~~~~~~~~~~~~

.. autosummary::
   :toctree: generated/

   abs
   absolute
   add
   all
   allclose
   angle
   any
   append
   apply_along_axis
   apply_over_axes
   arange
   arccos
   arccosh
   arcsin
   arcsinh
   arctan
   arctan2
   arctanh
   argmax
   argmin
   argtopk
   argwhere
   around
   array
   asanyarray
   asarray
   atleast_1d
   atleast_2d
   atleast_3d
   average
   bincount
   bitwise_and
   bitwise_not
   bitwise_or
   bitwise_xor
   block
   blockwise
   broadcast_arrays
   broadcast_to
   cbrt
   coarsen
   ceil
   choose
   clip
   compress
   concatenate
   conj
   copysign
   corrcoef
   cos
   cosh
   count_nonzero
   cov
   cumprod
   cumsum
   deg2rad
   degrees
   delete
   diag
   diagonal
   diff
   divide
   divmod
   digitize
   dot
   dstack
   ediff1d
   einsum
   empty
   empty_like
   equal
   exp
   exp2
   expand_dims
   expm1
   extract
   eye
   fabs
   fix
   flatnonzero
   flip
   flipud
   fliplr
   float_power
   floor
   floor_divide
   fmax
   fmin
   fmod
   frexp
   fromfunction
   frompyfunc
   full
   full_like
   gradient
   greater
   greater_equal
   histogram
   histogram2d
   histogramdd
   hstack
   hypot
   i0
   imag
   indices
   insert
   invert
   isclose
   iscomplex
   isfinite
   isin
   isinf
   isneginf
   isnan
   isnull
   isposinf
   isreal
   ldexp
   left_shift
   less
   less_equal
   linspace
   log
   log10
   log1p
   log2
   logaddexp
   logaddexp2
   logical_and
   logical_not
   logical_or
   logical_xor
   map_overlap
   map_blocks
   matmul
   max
   maximum
   mean
   median
   meshgrid
   min
   minimum
   mod
   modf
   moment
   moveaxis
   multiply
   nanargmax
   nanargmin
   nancumprod
   nancumsum
   nanmax
   nanmean
   nanmedian
   nanmin
   nanprod
   nanquantile
   nanpercentile
   nanstd
   nansum
   nanvar
   nan_to_num
   negative
   nextafter
   nonzero
   not_equal
   notnull
   ones
   ones_like
   outer
   pad
   percentile
   push
   ~core.PerformanceWarning
   piecewise
   positive
   power
   prod
   ptp
   quantile
   rad2deg
   radians
   ravel
   ravel_multi_index
   real
   reciprocal
   rechunk
   reduction
   register_chunk_type
   remainder
   repeat
   reshape
   reshape_blockwise
   result_type
   right_shift
   rint
   roll
   rollaxis
   rot90
   round
   searchsorted
   select
   shape
   shuffle
   sign
   signbit
   sin
   sinc
   sinh
   spacing
   sqrt
   square
   squeeze
   stack
   std
   subtract
   sum
   swapaxes
   take
   tan
   tanh
   tensordot
   tile
   topk
   trace
   transpose
   tri
   tril
   tril_indices
   tril_indices_from
   triu
   triu_indices
   triu_indices_from
   true_divide
   trunc
   union1d
   unique
   unravel_index
   var
   vdot
   vstack
   where
   zeros
   zeros_like

Array
~~~~~

.. autosummary::
   :toctree: generated/

   Array
   Array.all
   Array.any
   Array.argmax
   Array.argmin
   Array.argtopk
   Array.astype
   Array.blocks
   Array.choose
   Array.chunks
   Array.chunksize
   Array.clip
   Array.compute
   Array.compute_chunk_sizes
   Array.conj
   Array.copy
   Array.cumprod
   Array.cumsum
   Array.dask
   Array.dot
   Array.dtype
   Array.flatten
   Array.imag
   Array.itemsize
   Array.map_blocks
   Array.map_overlap
   Array.max
   Array.mean
   Array.min
   Array.moment
   Array.name
   Array.nbytes
   Array.ndim
   Array.nonzero
   Array.npartitions
   Array.numblocks
   Array.partitions
   Array.persist
   Array.prod
   Array.ravel
   Array.real
   Array.rechunk
   Array.repeat
   Array.reshape
   Array.round
   Array.shape
   Array.shuffle
   Array.size
   Array.squeeze
   Array.std
   Array.store
   Array.sum
   Array.swapaxes
   Array.to_backend
   Array.to_dask_dataframe
   Array.to_delayed
   Array.to_hdf5
   Array.to_svg
   Array.to_tiledb
   Array.to_zarr
   Array.topk
   Array.trace
   Array.transpose
   Array.var
   Array.view
   Array.vindex
   Array.visualize


Fast Fourier Transforms
~~~~~~~~~~~~~~~~~~~~~~~

.. autosummary::
   :toctree: generated/

   fft.fft_wrap
   fft.fft
   fft.fft2
   fft.fftn
   fft.ifft
   fft.ifft2
   fft.ifftn
   fft.rfft
   fft.rfft2
   fft.rfftn
   fft.irfft
   fft.irfft2
   fft.irfftn
   fft.hfft
   fft.ihfft
   fft.fftfreq
   fft.rfftfreq
   fft.fftshift
   fft.ifftshift

Linear Algebra
~~~~~~~~~~~~~~

.. autosummary::
   :toctree: generated/

   linalg.cholesky
   linalg.inv
   linalg.lstsq
   linalg.lu
   linalg.norm
   linalg.qr
   linalg.solve
   linalg.solve_triangular
   linalg.svd
   linalg.svd_compressed
   linalg.sfqr
   linalg.tsqr

Masked Arrays
~~~~~~~~~~~~~

.. autosummary::
   :toctree: generated/

   ma.average
   ma.empty_like
   ma.filled
   ma.fix_invalid
   ma.getdata
   ma.getmaskarray
   ma.masked_array
   ma.masked_equal
   ma.masked_greater
   ma.masked_greater_equal
   ma.masked_inside
   ma.masked_invalid
   ma.masked_less
   ma.masked_less_equal
   ma.masked_not_equal
   ma.masked_outside
   ma.masked_values
   ma.masked_where
   ma.nonzero
   ma.ones_like
   ma.set_fill_value
   ma.where
   ma.zeros_like

Random
~~~~~~

.. autosummary::
   :toctree: generated/

   random.beta
   random.binomial
   random.chisquare
   random.choice
   random.default_rng
   random.exponential
   random.f
   random.gamma
   random.geometric
   random.gumbel
   random.hypergeometric
   random.laplace
   random.logistic
   random.lognormal
   random.logseries
   random.multinomial
   random.negative_binomial
   random.noncentral_chisquare
   random.noncentral_f
   random.normal
   random.pareto
   random.permutation
   random.poisson
   random.power
   random.randint
   random.random
   random.random_integers
   random.random_sample
   random.rayleigh
   random.standard_cauchy
   random.standard_exponential
   random.standard_gamma
   random.standard_normal
   random.standard_t
   random.triangular
   random.uniform
   random.vonmises
   random.wald
   random.weibull
   random.zipf

Stats
~~~~~

.. autosummary::
   :toctree: generated/

   stats.ttest_ind
   stats.ttest_1samp
   stats.ttest_rel
   stats.chisquare
   stats.power_divergence
   stats.skew
   stats.skewtest
   stats.kurtosis
   stats.kurtosistest
   stats.normaltest
   stats.f_oneway
   stats.moment

Image Support
~~~~~~~~~~~~~

.. autosummary::
   :toctree: generated/

   image.imread

Slightly Overlapping Computations
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autosummary::
   :toctree: generated/

   overlap.overlap
   overlap.map_overlap
   lib.stride_tricks.sliding_window_view
   overlap.trim_internal
   overlap.trim_overlap


Create and Store Arrays
~~~~~~~~~~~~~~~~~~~~~~~

.. autosummary::
   :toctree: generated/

   from_array
   from_delayed
   from_npy_stack
   from_zarr
   from_tiledb
   store
   to_hdf5
   to_zarr
   to_npy_stack
   to_tiledb

Generalized Ufuncs
~~~~~~~~~~~~~~~~~~

.. currentmodule:: dask.array.gufunc

.. autosummary::
   :toctree: generated/

   apply_gufunc
   as_gufunc
   gufunc


Internal functions
~~~~~~~~~~~~~~~~~~

.. currentmodule:: dask.array.core

.. autosummary::
   :toctree: generated/

   blockwise
   normalize_chunks
   unify_chunks


Dask Metadata
~~~~~~~~~~~~~

.. currentmodule:: dask.array.utils

.. autosummary::
   :toctree: generated/

   meta_from_array