本文整理汇总了Python中pycast.common.matrix.Matrix.pseudoinverse方法的典型用法代码示例。如果您正苦于以下问题：Python Matrix.pseudoinverse方法的具体用法？Python Matrix.pseudoinverse怎么用？Python Matrix.pseudoinverse使用的例子？那么, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类pycast.common.matrix.Matrix的用法示例。
在下文中一共展示了Matrix.pseudoinverse方法的2个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: pseudoinverse_with_more_columns_test
# 需要导入模块: from pycast.common.matrix import Matrix [as 别名]
# 或者: from pycast.common.matrix.Matrix import pseudoinverse [as 别名]
def pseudoinverse_with_more_columns_test(self):
"""Test to calculate the pseudoinverse of a Matrix with more columns than rows."""
rows = 2
cols = 4
data = [
[-11, 2, -5.0, 7.0],
[ 2, -4, 3.4, 5.4]
]
mtrx = Matrix(cols, rows)
mtrx.initialize(data, rowBased=True)
# Expected result calculated with scipy
exRes = [
[-0.0541328, 0.02473614],
[ 0.00705413, -0.06480734],
[-0.02269591, 0.05255596],
[ 0.03956448, 0.09492743]
]
res = mtrx.pseudoinverse()
# Pseudoinverse of a m x n Matrix has to be a n x m Matrix
self.assertEqual(res.get_width(), rows)
self.assertEqual(res.get_height(), cols)
for row in range(cols):
for col in range(rows):
self.assertAlmostEqual(exRes[row][col], res.get_value(col, row))示例2: pseudoinverse_test
# 需要导入模块: from pycast.common.matrix import Matrix [as 别名]
# 或者: from pycast.common.matrix.Matrix import pseudoinverse [as 别名]
def pseudoinverse_test(self):
"""Test that the pseudoinverse is calculated correctly."""
rows = 3
cols = 2
data = [
[1, 2],
[2, 4],
[3, 6]
]
mtrx = Matrix(cols, rows)
mtrx.initialize(data, rowBased=True)
# Expected result calculated with scipy
exRes = [
[0.01428571, 0.02857143, 0.04285714],
[0.02857143, 0.05714286, 0.08571429]
]
res = mtrx.pseudoinverse()
# Pseudoinverse of a m x n Matrix has to be a n x m Matrix
self.assertEqual(res.get_width(), rows)
self.assertEqual(res.get_height(), cols)
for row in range(cols):
for col in range(rows):
self.assertAlmostEqual(exRes[row][col], res.get_value(col, row))