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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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