Tensor Manipulation Routines#

Basic operations#

`maxframe.tensor.copyto`	Copies values from one array to another, broadcasting as necessary.
`maxframe.tensor.ndim`	Return the number of dimensions of a tensor.
`maxframe.tensor.shape`	Return the shape of a tensor.

Changing array shape#

`maxframe.tensor.reshape`	Gives a new shape to a tensor without changing its data.
`maxframe.tensor.ravel`	Return a contiguous flattened tensor.
`maxframe.tensor.core.Tensor.flatten`	Return a copy of the tensor collapsed into one dimension.

Transpose-like operations#

`maxframe.tensor.moveaxis`	Move axes of a tensor to new positions.
`maxframe.tensor.rollaxis`	Roll the specified axis backwards, until it lies in a given position.
`maxframe.tensor.swapaxes`	Interchange two axes of a tensor.
`maxframe.tensor.core.Tensor.T`	Same as self.transpose(), except that self is returned if self.ndim < 2.
`maxframe.tensor.transpose`	Returns an array with axes transposed.

Changing number of dimensions#

`maxframe.tensor.atleast_1d`	Convert inputs to tensors with at least one dimension.
`maxframe.tensor.atleast_2d`	View inputs as tensors with at least two dimensions.
`maxframe.tensor.atleast_3d`	View inputs as tensors with at least three dimensions.
`maxframe.tensor.broadcast_to`	Broadcast a tensor to a new shape.
`maxframe.tensor.broadcast_arrays`	Broadcast any number of arrays against each other.
`maxframe.tensor.expand_dims`	Expand the shape of a tensor.
`maxframe.tensor.squeeze`	Remove single-dimensional entries from the shape of a tensor.

Joining tensors#

`maxframe.tensor.concatenate`	Join a sequence of arrays along an existing axis.
`maxframe.tensor.vstack`	Stack tensors in sequence vertically (row wise).

Splitting arrays#

`maxframe.tensor.split`	Split a tensor into multiple sub-tensors.
`maxframe.tensor.array_split`	Split a tensor into multiple sub-tensors.
`maxframe.tensor.dsplit`	Split tensor into multiple sub-tensors along the 3rd axis (depth).
`maxframe.tensor.hsplit`	Split a tensor into multiple sub-tensors horizontally (column-wise).
`maxframe.tensor.vsplit`	Split a tensor into multiple sub-tensors vertically (row-wise).

Tiling arrays#

`maxframe.tensor.tile`	Construct a tensor by repeating A the number of times given by reps.
`maxframe.tensor.repeat`	Repeat elements of a tensor.

Adding and removing elements#

`maxframe.tensor.delete`	Return a new array with sub-arrays along an axis deleted.
`maxframe.tensor.insert`	Insert values along the given axis before the given indices.

Rearranging elements#

`maxframe.tensor.flip`	Reverse the order of elements in a tensor along the given axis.
`maxframe.tensor.fliplr`	Flip tensor in the left/right direction.
`maxframe.tensor.flipud`	Flip tensor in the up/down direction.
`maxframe.tensor.roll`	Roll tensor elements along a given axis.