Skip to content

added tests for numpy var #25

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 2 commits into
base: master
Choose a base branch
from
Open

added tests for numpy var #25

Changes from 1 commit
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
7abb60e
added tests for numpy var
Sep 3, 2019
e7e8b33
deleted superfluous code
Sep 3, 2019
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
21 changes: 21 additions & 0 deletions hands_on/numerical_fuzzing/numerical_fuzzing/test_var.py
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,21 @@
import numpy as np
from math import isclose

def test_var_deterministic():
x = np.array([0.0, 1.0, 2.0, 3.0])
print(np.var(x))
expected = 1.25
assert isclose(np.var(x), expected)


def test_var_fuzzing():
rand_state = np.random.RandomState(1333)

N, D = 100000, 5
# Goal means: [0.1 , 0.45, 0.8 , 1.15, 1.5]
testdata = np.linspace(0.1, 1.5, D)
expected = np.ones(D)
# Generate random, D-dimensional data with the desired mean
x = rand_state.randn(N, D) + testdata
vars = np.var(x, axis=0)
np.testing.assert_allclose(vars, expected, rtol=1e-2)