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tutorials-v5/visualization/distributions.md

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### Harmonic Oscillator Probability Function
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The class `HarmonicOscillatorProbabilityFunction` is equivalent to the class `HarmonicOscillatorWaveFunction` but in the case where we work with a density matrix. A ket can be given and it will automatically be transformed into a density matrix. We use the same example as before.
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The class `HarmonicOscillatorProbabilityFunction` is the squared magnitude of the data that would normally be in `HarmonicOscillatorWaveFunction`. We use the same example as before.
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```python
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M=8

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