API --- .. currentmodule:: dask.array Top level user functions: .. autosummary:: all allclose angle any 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 coarsen ceil choose clip compress concatenate conj copysign corrcoef cos cosh count_nonzero cov cumprod cumsum deg2rad degrees diag diagonal diff divmod digitize dot dstack ediff1d einsum empty empty_like exp expm1 eye fabs fix flatnonzero flip flipud fliplr floor fmax fmin fmod frexp fromfunction frompyfunc full full_like gradient histogram hstack hypot imag indices insert invert isclose iscomplex isfinite isin isinf isneginf isnan isnull isposinf isreal ldexp 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 modf moment moveaxis nanargmax nanargmin nancumprod nancumsum nanmax nanmean nanmedian nanmin nanprod nanstd nansum nanvar nan_to_num nextafter nonzero notnull ones ones_like outer pad percentile ~core.PerformanceWarning piecewise prod ptp rad2deg radians ravel real rechunk reduction repeat reshape result_type rint roll rollaxis round sign signbit sin sinh sqrt square squeeze stack std sum take tan tanh tensordot tile topk trace transpose tril triu trunc unify_chunks unique unravel_index var vdot vstack where zeros zeros_like Fast Fourier Transforms ~~~~~~~~~~~~~~~~~~~~~~~ .. autosummary:: 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:: 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:: ma.average 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.set_fill_value Random ~~~~~~ .. autosummary:: random.beta random.binomial random.chisquare random.choice random.exponential random.f random.gamma random.geometric random.gumbel random.hypergeometric random.laplace random.logistic random.lognormal random.logseries 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_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:: 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:: image.imread Slightly Overlapping Computations ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autosummary:: overlap.overlap overlap.map_overlap overlap.trim_internal overlap.trim_overlap Create and Store Arrays ~~~~~~~~~~~~~~~~~~~~~~~ .. autosummary:: 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:: apply_gufunc as_gufunc gufunc Internal functions ~~~~~~~~~~~~~~~~~~ .. currentmodule:: dask.array.core .. autosummary:: blockwise normalize_chunks Other functions ~~~~~~~~~~~~~~~ .. currentmodule:: dask.array .. autofunction:: from_array .. autofunction:: from_delayed .. autofunction:: store .. autofunction:: coarsen .. autofunction:: stack .. autofunction:: concatenate .. autofunction:: all .. autofunction:: allclose .. autofunction:: angle .. autofunction:: any .. autofunction:: apply_along_axis .. autofunction:: apply_over_axes .. autofunction:: arange .. autofunction:: arccos .. autofunction:: arccosh .. autofunction:: arcsin .. autofunction:: arcsinh .. autofunction:: arctan .. autofunction:: arctan2 .. autofunction:: arctanh .. autofunction:: argmax .. autofunction:: argmin .. autofunction:: argtopk .. autofunction:: argwhere .. autofunction:: around .. autofunction:: array .. autofunction:: asanyarray .. autofunction:: asarray .. autofunction:: atleast_1d .. autofunction:: atleast_2d .. autofunction:: atleast_3d .. autofunction:: average .. autofunction:: bincount .. autofunction:: bitwise_and .. autofunction:: bitwise_not .. autofunction:: bitwise_or .. autofunction:: bitwise_xor .. autofunction:: block .. autofunction:: blockwise .. autofunction:: broadcast_arrays .. autofunction:: broadcast_to .. autofunction:: coarsen .. autofunction:: ceil .. autofunction:: choose .. autofunction:: clip .. autofunction:: compress .. autofunction:: concatenate .. autofunction:: conj .. autofunction:: copysign .. autofunction:: corrcoef .. autofunction:: cos .. autofunction:: cosh .. autofunction:: count_nonzero .. autofunction:: cov .. autofunction:: cumprod .. autofunction:: cumsum .. autofunction:: deg2rad .. autofunction:: degrees .. autofunction:: diag .. autofunction:: diagonal .. autofunction:: diff .. autofunction:: digitize .. autofunction:: dot .. autofunction:: dstack .. autofunction:: ediff1d .. autofunction:: empty .. autofunction:: empty_like .. autofunction:: einsum .. autofunction:: exp .. autofunction:: expm1 .. autofunction:: eye .. autofunction:: fabs .. autofunction:: fix .. autofunction:: flatnonzero .. autofunction:: flip .. autofunction:: flipud .. autofunction:: fliplr .. autofunction:: floor .. autofunction:: fmax .. autofunction:: fmin .. autofunction:: fmod .. autofunction:: frexp .. autofunction:: fromfunction .. autofunction:: frompyfunc .. autofunction:: full .. autofunction:: full_like .. autofunction:: gradient .. autofunction:: histogram .. autofunction:: hstack .. autofunction:: hypot .. autofunction:: imag .. autofunction:: indices .. autofunction:: insert .. autofunction:: invert .. autofunction:: isclose .. autofunction:: iscomplex .. autofunction:: isfinite .. autofunction:: isin .. autofunction:: isinf .. autofunction:: isneginf .. autofunction:: isnan .. autofunction:: isnull .. autofunction:: isposinf .. autofunction:: isreal .. autofunction:: ldexp .. autofunction:: linspace .. autofunction:: log .. autofunction:: log10 .. autofunction:: log1p .. autofunction:: log2 .. autofunction:: logaddexp .. autofunction:: logaddexp2 .. autofunction:: logical_and .. autofunction:: logical_not .. autofunction:: logical_or .. autofunction:: logical_xor .. autofunction:: map_blocks .. autofunction:: matmul .. autofunction:: max .. autofunction:: maximum .. autofunction:: mean .. autofunction:: median .. autofunction:: meshgrid .. autofunction:: min .. autofunction:: minimum .. autofunction:: modf .. autofunction:: moment .. autofunction:: moveaxis .. autofunction:: nanargmax .. autofunction:: nanargmin .. autofunction:: nancumprod .. autofunction:: nancumsum .. autofunction:: nanmax .. autofunction:: nanmean .. autofunction:: nanmedian .. autofunction:: nanmin .. autofunction:: nanprod .. autofunction:: nanstd .. autofunction:: nansum .. autofunction:: nanvar .. autofunction:: nan_to_num .. autofunction:: nextafter .. autofunction:: nonzero .. autofunction:: notnull .. autofunction:: ones .. autofunction:: ones_like .. autofunction:: outer .. autofunction:: pad .. autofunction:: percentile .. autofunction:: piecewise .. autofunction:: prod .. autofunction:: ptp .. autofunction:: rad2deg .. autofunction:: radians .. autofunction:: ravel .. autofunction:: real .. autofunction:: rechunk .. autofunction:: reduction .. autofunction:: repeat .. autofunction:: reshape .. autofunction:: result_type .. autofunction:: rint .. autofunction:: roll .. autofunction:: rollaxis .. autofunction:: round .. autofunction:: sign .. autofunction:: signbit .. autofunction:: sin .. autofunction:: sinh .. autofunction:: sqrt .. autofunction:: square .. autofunction:: squeeze .. autofunction:: stack .. autofunction:: std .. autofunction:: sum .. autofunction:: take .. autofunction:: tan .. autofunction:: tanh .. autofunction:: tensordot .. autofunction:: tile .. autofunction:: topk .. autofunction:: transpose .. autofunction:: tril .. autofunction:: triu .. autofunction:: trunc .. autofunction:: unique .. autofunction:: unravel_index .. autofunction:: var .. autofunction:: vdot .. autofunction:: vstack .. autofunction:: where .. autofunction:: zeros .. autofunction:: zeros_like .. currentmodule:: dask.array.linalg .. autofunction:: cholesky .. autofunction:: inv .. autofunction:: lstsq .. autofunction:: lu .. autofunction:: norm .. autofunction:: qr .. autofunction:: solve .. autofunction:: solve_triangular .. autofunction:: svd .. autofunction:: svd_compressed .. autofunction:: sfqr .. autofunction:: tsqr .. currentmodule:: dask.array.ma .. autofunction:: average .. autofunction:: filled .. autofunction:: fix_invalid .. autofunction:: getdata .. autofunction:: getmaskarray .. autofunction:: masked_array .. autofunction:: masked_equal .. autofunction:: masked_greater .. autofunction:: masked_greater_equal .. autofunction:: masked_inside .. autofunction:: masked_invalid .. autofunction:: masked_less .. autofunction:: masked_less_equal .. autofunction:: masked_not_equal .. autofunction:: masked_outside .. autofunction:: masked_values .. autofunction:: masked_where .. autofunction:: set_fill_value .. currentmodule:: dask.array.overlap .. autofunction:: overlap .. autofunction:: map_overlap .. autofunction:: trim_internal .. autofunction:: trim_overlap .. currentmodule:: dask.array .. autofunction:: from_array .. autofunction:: from_delayed .. autofunction:: from_npy_stack .. autofunction:: from_zarr .. autofunction:: from_tiledb .. autofunction:: store .. autofunction:: to_hdf5 .. autofunction:: to_zarr .. autofunction:: to_npy_stack .. autofunction:: to_tiledb .. currentmodule:: dask.array.fft .. autofunction:: fft_wrap .. autofunction:: fft .. autofunction:: fft2 .. autofunction:: fftn .. autofunction:: ifft .. autofunction:: ifft2 .. autofunction:: ifftn .. autofunction:: rfft .. autofunction:: rfft2 .. autofunction:: rfftn .. autofunction:: irfft .. autofunction:: irfft2 .. autofunction:: irfftn .. autofunction:: hfft .. autofunction:: ihfft .. autofunction:: fftfreq .. autofunction:: rfftfreq .. autofunction:: fftshift .. autofunction:: ifftshift .. currentmodule:: dask.array.random .. autofunction:: beta .. autofunction:: binomial .. autofunction:: chisquare .. autofunction:: choice .. autofunction:: exponential .. autofunction:: f .. autofunction:: gamma .. autofunction:: geometric .. autofunction:: gumbel .. autofunction:: hypergeometric .. autofunction:: laplace .. autofunction:: logistic .. autofunction:: lognormal .. autofunction:: logseries .. autofunction:: negative_binomial .. autofunction:: noncentral_chisquare .. autofunction:: noncentral_f .. autofunction:: normal .. autofunction:: pareto .. autofunction:: poisson .. autofunction:: power .. autofunction:: randint .. autofunction:: random .. autofunction:: random_sample .. autofunction:: rayleigh .. autofunction:: standard_cauchy .. autofunction:: standard_exponential .. autofunction:: standard_gamma .. autofunction:: standard_normal .. autofunction:: standard_t .. autofunction:: triangular .. autofunction:: uniform .. autofunction:: vonmises .. autofunction:: wald .. autofunction:: weibull .. autofunction:: zipf .. currentmodule:: dask.array.stats .. autofunction:: ttest_ind .. autofunction:: ttest_1samp .. autofunction:: ttest_rel .. autofunction:: chisquare .. autofunction:: power_divergence .. autofunction:: skew .. autofunction:: skewtest .. autofunction:: kurtosis .. autofunction:: kurtosistest .. autofunction:: normaltest .. autofunction:: f_oneway .. autofunction:: moment .. currentmodule:: dask.array.image .. autofunction:: imread .. currentmodule:: dask.array.gufunc .. autofunction:: apply_gufunc .. autofunction:: as_gufunc .. autofunction:: gufunc .. currentmodule:: dask.array.core .. autofunction:: map_blocks .. autofunction:: blockwise .. autofunction:: normalize_chunks .. currentmodule:: dask.array Array Methods ~~~~~~~~~~~~~ .. autoclass:: Array :members: