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docs: tensor ops return functions, not tensors #4

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10 changes: 7 additions & 3 deletions minitorch/tensor_ops.py
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Original file line number Diff line number Diff line change
Expand Up @@ -71,7 +71,8 @@ def map(fn):
should broadcast with `a`

Returns:
:class:`TensorData` : new tensor data
function: A function that takes a tensor, applies `fn` to each cell,
and returns the resulting tensor.
"""

f = tensor_map(fn)
Expand Down Expand Up @@ -160,7 +161,8 @@ def zip(fn):
b (:class:`TensorData`): tensor to zip over

Returns:
:class:`TensorData` : new tensor data
function: A function that takes two tensors, applies `fn` to each pair
of cells, and returns the resulting tensor.
"""

f = tensor_zip(fn)
Expand Down Expand Up @@ -225,7 +227,9 @@ def reduce(fn, start=0.0):
dim (int): int of dim to reduce

Returns:
:class:`TensorData` : new tensor
function: A function that takes a tensor, applies `fn` to all cells
along a particular axis (or all cells if `dim` is not specified), and
returns the resulting tensor.
"""
f = tensor_reduce(fn)

Expand Down