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Checklist of NumPy functions in Dask Array #2911

@jakirkham

Description

@jakirkham

Below is a rough list of functions in NumPy that may be useful in Dask Array. This has been curated based on what may be manageable in Dask. Sorting operations have been dropped for instance.

  • abs
  • absolute
  • add
  • all
  • allclose
  • amax
  • amin
  • angle
  • any
  • append
  • apply_along_axis
  • apply_over_axes
  • arange
  • arccos
  • arccosh
  • arcsin
  • arcsinh
  • arctan
  • arctan2
  • arctanh
  • argmax
  • argmin
  • argwhere
  • around
  • array_equal
  • array_equiv
  • array_split
  • asanyarray
  • asarray
  • asarray_chkfinite
  • asscalar
  • atleast_1d
  • atleast_2d
  • atleast_3d
  • average
  • bartlett
  • bincount
  • bitwise_and
  • bitwise_not
  • bitwise_or
  • bitwise_xor
  • blackman
  • block
  • bmat
  • broadcast
  • broadcast_arrays
  • broadcast_to
  • c_
  • can_cast
  • cast
  • cbrt
  • ceil
  • choose
  • clip
  • column_stack
  • compress
  • concatenate
  • conj
  • conjugate
  • convolve
  • copy
  • copysign
  • corrcoef
  • correlate
  • cos
  • cosh
  • count_nonzero
  • cov
  • cross
  • cumprod
  • cumsum
  • deg2rad
  • degrees
  • delete
  • diag
  • diag_indices
  • diag_indices_from
  • diagflat
  • diagonal
  • diff
  • digitize
  • divide
  • division
  • divmod
  • dot
  • dsplit
  • dstack
  • ediff1d
  • einsum
  • empty
  • empty_like
  • equal
  • euler_gamma
  • exp
  • exp2
  • expand_dims
  • expm1
  • extract
  • eye
  • fabs
  • fill_diagonal
  • fix
  • flatnonzero
  • flip
  • fliplr
  • flipud
  • float_power
  • floor
  • floor_divide
  • fmax
  • fmin
  • fmod
  • frexp
  • fromfunction
  • frompyfunc
  • full
  • full_like
  • fv
  • geomspace
  • gradient
  • greater
  • greater_equal
  • hamming
  • hanning
  • heaviside
  • histogram
  • histogram2d
  • histogramdd
  • hsplit
  • hstack
  • hypot
  • i0
  • identity
  • imag
  • in1d
  • index_exp
  • indices
  • inexact
  • inner
  • insert
  • interp
  • intersect1d
  • invert
  • ipmt
  • irr
  • isclose
  • iscomplex
  • iscomplexobj
  • isfinite
  • isin
  • isinf
  • isnan
  • isnat
  • isneginf
  • isposinf
  • isreal
  • isrealobj
  • isscalar
  • ix_
  • kaiser
  • kron
  • ldexp
  • left_shift
  • less
  • less_equal
  • linspace
  • log
  • log10
  • log1p
  • log2
  • logaddexp
  • logaddexp2
  • logical_and
  • logical_not
  • logical_or
  • logical_xor
  • logspace
  • mask_indices
  • matmul
  • max
  • maximum
  • mean
  • meshgrid
  • mgrid
  • min
  • minimum
  • mirr
  • mod
  • modf
  • moveaxis
  • multiply
  • nan_to_num
  • nanargmax
  • nanargmin
  • nancumprod
  • nancumsum
  • nanmax
  • nanmean
  • nanmin
  • nanprod
  • nanstd
  • nansum
  • nanvar
  • ndim
  • negative
  • nextafter
  • nonzero
  • not_equal
  • nper
  • npv
  • ogrid
  • ones
  • ones_like
  • outer
  • packbits
  • pad
  • piecewise
  • place
  • pmt
  • poly
  • poly1d
  • polyadd
  • polyder
  • polydiv
  • polyfit
  • polyint
  • polymul
  • polynomial
  • polysub
  • polyval
  • positive
  • power
  • ppmt
  • prod
  • product
  • ptp
  • put
  • putmask
  • pv
  • r_
  • rad2deg
  • radians
  • rate
  • ravel
  • ravel_multi_index
  • real
  • real_if_close
  • reciprocal
  • remainder
  • repeat
  • require
  • reshape
  • resize
  • result_type
  • right_shift
  • roll
  • rollaxis
  • roots
  • rot90
  • round
  • row_stack
  • select
  • setdiff1d
  • setxor1d
  • shape
  • sign
  • signbit
  • sin
  • sinc
  • sinh
  • size
  • spacing
  • split
  • sqrt
  • square
  • squeeze
  • stack
  • std
  • subtract
  • sum
  • swapaxes
  • take
  • tan
  • tanh
  • tensordot
  • tile
  • trace
  • transpose
  • trapz
  • tri
  • tril
  • tril_indices
  • tril_indices_from
  • trim_zeros
  • triu
  • triu_indices
  • triu_indices_from
  • true_divide
  • trunc
  • union1d
  • unique
  • unpackbits
  • unravel_index
  • unwrap
  • vander
  • var
  • vdot
  • vectorize
  • vsplit
  • vstack
  • where
  • zeros
  • zeros_like

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