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| author | Raghuram Subramani <raghus2247@gmail.com> | 2022-06-19 19:47:51 +0530 |
|---|---|---|
| committer | Raghuram Subramani <raghus2247@gmail.com> | 2022-06-19 19:47:51 +0530 |
| commit | 4fd287655a72b9aea14cdac715ad5b90ed082ed2 (patch) | |
| tree | 65d393bc0e699dd12d05b29ba568e04cea666207 /circuitpython/extmod/ulab/tests/2d/scipy/solve_triangular.py | |
| parent | 0150f70ce9c39e9e6dd878766c0620c85e47bed0 (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.py | 22 |
1 files changed, 22 insertions, 0 deletions
diff --git a/circuitpython/extmod/ulab/tests/2d/scipy/solve_triangular.py b/circuitpython/extmod/ulab/tests/2d/scipy/solve_triangular.py new file mode 100644 index 0000000..fdb6743 --- /dev/null +++ b/circuitpython/extmod/ulab/tests/2d/scipy/solve_triangular.py @@ -0,0 +1,22 @@ +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)) |
