Whenever I try doing import scipy.spatial.distance in a jupyter lab notebook (local installation), I get the following error. However, import scipy works fine, and running pip show scipy in the terminal tells me I have scipy 1.10.1 installed. This issue also manifests itself when I try to install scikit-learn, with the error ImportError: scipy is not installed. scikit-learn requires scipy >= 1.3.2.. This confuses me even more because pip show scipy tells me scipy is installed. I have already tried running brew info openblas and using all the flags that appear there. Maybe it's an issue with where my scipy is installed; my computer can't seem to access it for some reason? I'd really appreciate some help, thanks! Fyi, I'm using macOS Big Sur with an M1 chip on a 2020 Macbook Air.
import scipy.spatial.distance
---------------------------------------------------------------------------
ImportError Traceback (most recent call last)
/var/folders/td/dtym05z13119cjklqb5tyd040000gn/T/ipykernel_23242/2695475963.py in <module>
----> 1 import scipy.spatial.distance
~/opt/anaconda3/lib/python3.8/site-packages/scipy/spatial/__init__.py in <module>
103 """
104
--> 105 from ._kdtree import *
106 from ._ckdtree import *
107 from ._qhull import *
~/opt/anaconda3/lib/python3.8/site-packages/scipy/spatial/_kdtree.py in <module>
2 # Released under the scipy license
3 import numpy as np
----> 4 from ._ckdtree import cKDTree, cKDTreeNode
5
6 __all__ = ['minkowski_distance_p', 'minkowski_distance',
_ckdtree.pyx in init scipy.spatial._ckdtree()
~/opt/anaconda3/lib/python3.8/site-packages/scipy/sparse/__init__.py in <module>
281
282 # For backward compatibility with v0.19.
--> 283 from . import csgraph
284
285 # Deprecated namespaces, to be removed in v2.0.0
~/opt/anaconda3/lib/python3.8/site-packages/scipy/sparse/csgraph/__init__.py in <module>
183 'NegativeCycleError']
184
--> 185 from ._laplacian import laplacian
186 from ._shortest_path import (
187 shortest_path, floyd_warshall, dijkstra, bellman_ford, johnson,
~/opt/anaconda3/lib/python3.8/site-packages/scipy/sparse/csgraph/_laplacian.py in <module>
5 import numpy as np
6 from scipy.sparse import isspmatrix
----> 7 from scipy.sparse.linalg import LinearOperator
8
9
~/opt/anaconda3/lib/python3.8/site-packages/scipy/sparse/linalg/__init__.py in <module>
118 """
119
--> 120 from ._isolve import *
121 from ._dsolve import *
122 from ._interface import *
~/opt/anaconda3/lib/python3.8/site-packages/scipy/sparse/linalg/_isolve/__init__.py in <module>
2
3 #from info import __doc__
----> 4 from .iterative import *
5 from .minres import minres
6 from .lgmres import lgmres
~/opt/anaconda3/lib/python3.8/site-packages/scipy/sparse/linalg/_isolve/iterative.py in <module>
7 import numpy as np
8
----> 9 from . import _iterative
10
11 from scipy.sparse.linalg._interface import LinearOperator
ImportError: dlopen(/Users/rohanjha/opt/anaconda3/lib/python3.8/site-packages/scipy/sparse/linalg/_isolve/_iterative.cpython-38-darwin.so, 2): Library not loaded: @rpath/libopenblas.0.dylib
Referenced from: /Users/rohanjha/opt/anaconda3/lib/python3.8/site-packages/scipy/sparse/linalg/_isolve/_iterative.cpython-38-darwin.so
Reason: image not found
