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Concept
Matrix Manipulation
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Concept
Flattening
Flattening refers to the process of transforming a
multi-dimensional structure
into a
one-dimensional structure
, often used in
data processing
and
machine learning
to simplify
data handling
and analysis. It is crucial in
neural networks
where
input data
needs to be in a
single vector format
for
efficient computation
and learning.
Concept
Row Swapping
Row swapping
is a fundamental operation in
matrix manipulation
used to interchange two rows of a matrix, often employed in algorithms like
Gaussian elimination
to simplify
solving linear equations
. It is crucial for
numerical stability
and accuracy, especially when dealing with
pivot elements
that are zero or near-zero.
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