DOC Update links in user guide (scikit-learn#23972)

Co-authored-by: Julien Jerphanion <[email protected]>
maxi-marufo · Jul 22, 2022 · c1d6d78 · c1d6d78
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diff --git a/doc/computing/computational_performance.rst b/doc/computing/computational_performance.rst
@@ -290,7 +290,7 @@ Optimized BLAS / LAPACK implementations include:
  - MKL
  - Apple Accelerate and vecLib frameworks (OSX only)
 
-More information can be found on the `Scipy install page <https://docs.scipy.org/doc/numpy/user/install.html>`_
+More information can be found on the `NumPy install page <https://numpy.org/install/>`_
 and in this
 `blog post <http://danielnouri.org/notes/2012/12/19/libblas-and-liblapack-issues-and-speed,-with-scipy-and-ubuntu/>`_
 from Daniel Nouri which has some nice step by step install instructions for

diff --git a/doc/datasets/loading_other_datasets.rst b/doc/datasets/loading_other_datasets.rst
@@ -303,7 +303,7 @@ refer to:
   `Imageio <https://imageio.readthedocs.io/en/stable/reference/core_v3.html>`_
   for loading images and videos into numpy arrays
 * `scipy.io.wavfile.read
-  <https://docs.scipy.org/doc/scipy-0.14.0/reference/generated/scipy.io.wavfile.read.html>`_
+  <https://docs.scipy.org/doc/scipy/reference/generated/scipy.io.wavfile.read.html>`_
   for reading WAV files into a numpy array
 
 Categorical (or nominal) features stored as strings (common in pandas DataFrames)