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authorRaghuram Subramani <raghus2247@gmail.com>2022-06-19 19:47:51 +0530
committerRaghuram Subramani <raghus2247@gmail.com>2022-06-19 19:47:51 +0530
commit4fd287655a72b9aea14cdac715ad5b90ed082ed2 (patch)
tree65d393bc0e699dd12d05b29ba568e04cea666207 /circuitpython/extmod/ulab/tests/2d/scipy/solve_triangular.py
parent0150f70ce9c39e9e6dd878766c0620c85e47bed0 (diff)
add circuitpython code
Diffstat (limited to 'circuitpython/extmod/ulab/tests/2d/scipy/solve_triangular.py')
-rw-r--r--circuitpython/extmod/ulab/tests/2d/scipy/solve_triangular.py22
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diff --git a/circuitpython/extmod/ulab/tests/2d/scipy/solve_triangular.py b/circuitpython/extmod/ulab/tests/2d/scipy/solve_triangular.py
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+++ b/circuitpython/extmod/ulab/tests/2d/scipy/solve_triangular.py
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+import math
+
+try:
+ from ulab import scipy, numpy as np
+except ImportError:
+ import scipy
+ import numpy as np
+
+A = np.array([[3, 0, 2, 6], [2, 1, 0, 1], [1, 0, 1, 4], [1, 2, 1, 8]])
+b = np.array([4, 2, 4, 2])
+
+# forward substitution
+result = scipy.linalg.solve_triangular(A, b, lower=True)
+ref_result = np.array([1.333333333, -0.666666666, 2.666666666, -0.083333333])
+for i in range(4):
+ print(math.isclose(result[i], ref_result[i], rel_tol=1E-6, abs_tol=1E-6))
+
+# backward substitution
+result = scipy.linalg.solve_triangular(A, b, lower=False)
+ref_result = np.array([-1.166666666, 1.75, 3.0, 0.25])
+for i in range(4):
+ print(math.isclose(result[i], ref_result[i], rel_tol=1E-6, abs_tol=1E-6))