__init__
(*args, **kwargs)
all
([axis, keepdims, split_every, out])
Returns True if all elements evaluate to True.
any
([axis, keepdims, split_every, out])
Returns True if any of the elements evaluate to True.
argmax
([axis, keepdims, split_every, out])
Return indices of the maximum values along the given axis.
argmin
([axis, keepdims, split_every, out])
Return indices of the minimum values along the given axis.
argtopk
(k[, axis, split_every])
The indices of the top k elements of an array.
astype
(dtype, **kwargs)
Copy of the array, cast to a specified type.
choose
(choices)
Use an index array to construct a new array from a set of choices.
clip
([min, max])
Return an array whose values are limited to [min, max]
.
compute
(**kwargs)
Compute this dask collection
Compute the chunk sizes for a Dask array.
conj
()
Complex-conjugate all elements.
copy
()
Copy array.
cumprod
(axis[, dtype, out, method])
Return the cumulative product of the elements along the given axis.
cumsum
(axis[, dtype, out, method])
Return the cumulative sum of the elements along the given axis.
dot
(other)
Dot product of self and other.
flatten
()
Return a flattened array.
map_blocks
(*args[, name, token, dtype, ...])
Map a function across all blocks of a dask array.
map_overlap
(func, depth[, boundary, trim])
Map a function over blocks of the array with some overlap
max
([axis, keepdims, split_every, out])
Return the maximum along a given axis.
mean
([axis, dtype, keepdims, split_every, out])
Returns the average of the array elements along given axis.
min
([axis, keepdims, split_every, out])
Return the minimum along a given axis.
moment
(order[, axis, dtype, keepdims, ddof, ...])
Calculate the nth centralized moment.
nonzero
()
Return the indices of the elements that are non-zero.
persist
(**kwargs)
Persist this dask collection into memory
prod
([axis, dtype, keepdims, split_every, out])
Return the product of the array elements over the given axis
ravel
()
Return a flattened array.
rechunk
([chunks, threshold, ...])
Convert blocks in dask array x for new chunks.
repeat
(repeats[, axis])
Repeat elements of an array.
reshape
(*shape[, merge_chunks, limit])
Reshape array to new shape
round
([decimals])
Return array with each element rounded to the given number of decimals.
shuffle
(indexer, axis[, chunks])
Reorders one dimensions of a Dask Array based on an indexer.
squeeze
([axis])
Remove axes of length one from array.
std
([axis, dtype, keepdims, ddof, ...])
Returns the standard deviation of the array elements along given axis.
store
(targets[, lock, regions, compute, ...])
Store dask arrays in array-like objects, overwrite data in target
sum
([axis, dtype, keepdims, split_every, out])
Return the sum of the array elements over the given axis.
swapaxes
(axis1, axis2)
Return a view of the array with axis1
and axis2
interchanged.
to_backend
([backend])
Move to a new Array backend
to_dask_dataframe
([columns, index, meta])
Convert dask Array to dask Dataframe
to_delayed
([optimize_graph])
Convert into an array of dask.delayed.Delayed
objects, one per chunk.
to_hdf5
(filename, datapath, **kwargs)
Store array in HDF5 file
to_svg
([size])
Convert chunks from Dask Array into an SVG Image
to_tiledb
(uri, *args, **kwargs)
Save array to the TileDB storage manager
to_zarr
(*args, **kwargs)
Save array to the zarr storage format
topk
(k[, axis, split_every])
The top k elements of an array.
trace
([offset, axis1, axis2, dtype])
Return the sum along diagonals of the array.
transpose
(*axes)
Reverse or permute the axes of an array.
var
([axis, dtype, keepdims, ddof, ...])
Returns the variance of the array elements, along given axis.
view
([dtype, order])
Get a view of the array as a new data type
visualize
([filename, format, optimize_graph])
Render the computation of this object's task graph using graphviz.
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