Set pytorch<2.2.0 in environment.yml to be consistent with setup.pu and pyproject.toml

Author: jdjakem

environment.yml

@@ -17,7 +17,7 @@ dependencies:
   - Cython
   - sympy
   - networkx
-  - pytorch
+  - pytorch<=2.2.0
   - numba
   # make html in docs folder
   - sphinx

pyapprox/analysis/active_subspace.py

@@ -436,7 +436,7 @@ def sort_2d_vertices_by_polar_angle(vertices):
     # sort by polar angle
     sorted_vertices = np.array(
         sorted(vertices.T,
-               key=lambda p: np.atan2(p[1]-cent[1], p[0]-cent[0]))).T
+               key=lambda p: np.arctan2(p[1]-cent[1], p[0]-cent[0]))).T
     return sorted_vertices
 
 

pyapprox/pde/kle/_kle.py

@@ -300,7 +300,7 @@ def _compute_basis(self):
             # is that we cannot use autograd on quantities used to consturct K.
             # but the need for this is unlikely
             eig_vals, eig_vecs = eigh(
-                self._la_to_numpy(K), turbo=False,
+                self._la_to_numpy(K),  # turbo=False,
                 subset_by_index=(K.shape[0]-self._nterms, K.shape[0]-1))
             eig_vals = self._la_atleast1d(eig_vals)
             eig_vecs = self._la_atleast2d(eig_vecs)