



What are some advanced indexing techniques that allow for non-contiguous selections along a specific axis
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what is axis 1 in numpy Informational
- How does axis 1 relate to the concept of data dimensionality and its implications for the design of efficient data storage and retrieval methods
- What are some common strategies for dealing with data that is not naturally aligned with the desired axis for an operation
- Can you explain the use of axis 1 in working with spectral analysis techniques like the Fast Fourier Transform (FFT) in NumPy
- How does axis 1 relate to the concept of data pivoting and its inverse operations
- What are some common strategies for optimizing code that involves repeated operations along the same axis of a large NumPy array
- Can you explain the use of axis 1 in working with polynomial fitting in NumPy
- What are some strategies for handling situations where the desired operation needs to be performed along a non-standard axis
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- Can you explain the use of axis 1 in working with simulations involving statistical mechanics or thermodynamics using NumPy
- How does axis 1 behave with arrays that have been created through operations that involve explicit control over the output array's shape and memory layout
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