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* implement sliding_window_view #7753
Test cases are shown in the issue page.
* Add Example Cases
* Add step_size and N-dim support
* Add shape and step_size check. Remove warning.
* Remove shape default
Add step_size default's description.
* Give proper parameter name 'step'
* fix a parameter description mistake
* implement test function for sliding_window_view()
* implement test function for sliding_window_view()
* Fix according to @eric-wieser comments
* Change arange to ogrid in Examples
* remove np.squeeze on return line
* Clarify document to avoid parameter confusion.
* add `writable` and more explanation in docs
* resolve a write conflit
* fixes according to @seberg review
* resolve write hazard
* remove outdated docs.
* change referring according to @mattip.
change 'writeable' to 'readonly' as @seberg suggest.
remove 'step' as @eric-wieser request
* fix test minor error
* DOC: Grammar fixes
* STY: Add missing line break required by PEP8
* + Change readonly parameter to writeable.
+ Update writeable description.
+ Fix a few parameter checks.
+ Other minor improvements.
* Move to new api as proposed by @eric-wieser
- Change api to follow suggestion by Eric Wieser in
https://github.com/numpy/numpy/pull/10771#issuecomment-524715356
- Update docstring
- Add more tests
* Improve documentation
* Add sliding_window_view to documentation index
* Apply suggestions from code review
Co-authored-by: Eric Wieser <wieser.eric@gmail.com>
* Fix window shape check
* Add `sliding_window_view` to __all__
* Add tests for error cases
* Add array_function dispatching
* Change dispatcher argument defaults to None
* Simplify array function dispatching
* Added "np." prefix to doctests
* Split tests
* Improved docstring
* Add release note
* Fix docstring formatting
* Fix doctest
* Remove namespacing in documentation indexing
* Improve docstring
* Improved docstring
* Simplified docstring
* Improve docstring to make pseudo code stand out
* Improve docstring
* Add simple application example
* Correct release note
* Improve link with as_strides
* Add note about performance
* Tidy up main doc string
* Make language on performance warning stronger
* Bugfix: pass subok and writeable to as_strided
* Add writeable test
* Add subok test
* Change subok test to use custom array subclass instead of unsupported MaskedArray
* Add version added information
Co-authored-by: Eric Wieser <wieser.eric@gmail.com>
Co-authored-by: Fanjin <fjzeng@ucsd.edu>
Co-authored-by: Fanjin Zeng <Fnjn@users.noreply.github.com>
Co-authored-by: Eric Wieser <wieser.eric@gmail.com>
Co-authored-by: fanjin <fjzeng@outlook.com>
Closes gh-7753
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