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• Array API

  ...and manipulation PyObject *PyArray_TakeFrom(PyArrayObject *self, PyObject *indices, int axis, PyArrayObject *ret, NPY_CLIPMODE clipmode) Equivalent to ndarray.take (self, indices, axis, ret, clipmode) except axis =None in Python is obtain...

• NumPy 1.16.0 Release Notes

  ...ion for four related but different signatures, (m,n),(n,p)->(m,p), (n),(n,p)->(p), (m,n),(n)->(m) and (n),(n)->(). np.clip and the clip method check for memory overlap The out argument to these functions is now always tested for memory ov...

• NumPy 1.17.0 Release Notes

  ...d behavior can be retained with structured_to_unstructured(arr[['a']]).squeeze(axis=-1) or far more simply, arr['a']. clip now uses a ufunc under the hood This means that registering clip functions for custom dtypes in C via descr->f->fas...

• NumPy 1.17.1 Release Notes
• NumPy 1.20.0 Release Notes

  ...r = np.array([[3, 6, 6], [4, 5, 1]]) # mode: inexact match np.ravel_multi_index(arr, (7, 6), mode="clap") # should be "clip" # searchside: inexact match np.searchsorted(arr[0], 4, side='random') # should be "right" (gh-16056) Deprecat...

• NumPy 1.25.0 Release Notes

  ...st now be passed into the stacking family of functions (stack, vstack, hstack, dstack and column_stack). (gh-23019) np.clip now defaults to same-kind casting. Falling back to unsafe casting was deprecated in NumPy 1.17. (gh-23403) np.clip...

• NumPy 1.26.0 Release Notes
• NumPy 2.0 migration guide
• NumPy 2.0.0 Release Notes
• NumPy 2.1.0 Release Notes
• NumPy quickstart
• numpy.bartlett
• numpy.choose
• numpy.corrcoef
• numpy.quantile
• The N-dimensional array (ndarray)