Calling qrandom.random() 10,000 times, and comparing it to random.random():
The Kolmogorov–Smirnov statistics with the reference distribution
scipy.uniform gives the following results.
| Trial | Quantum statistic | Quantum p-value | Standard statistic | Standard p-value |
|---|---|---|---|---|
| 1 | 0.01 | 0.2 | 0.005 | 0.9 |
| 2 | 0.007 | 0.7 | 0.005 | 1.0 |
| 3 | 0.006 | 0.9 | 0.008 | 0.6 |
Each trial is a different run of scipy.stats.kstest with
10,000 numbers. The plot shows the numbers for the last trial.