Jupyter notebook tutorial

[pedrorrivero]

What is the nature of the issue?

New content

Describe the issue

Build an interactive and up-to-date Jupyter Notebook tutorial for QRAND v1.0.0

Which files need to be updated?

• [new] tutorial.ipynb

What content needs to be added, updated, or replaced?

The tutorial should at least include:

• [ ] Multiplatform examples (e.g. qiskit and cirq)
• [ ] Several randomness generation protocols
• [ ] Entropy validation (i.e. independent and as a protocol decorator)
• [ ] NumPy Generator interface → Different probability distributions
• [ ] BitCache persistence explanation
• [ ] Multithreading caching explanation
• [ ] QRNG capabililties (bitstring, uint, double, hex, complex)

Additional context

This has to be targeted for v1.0.0 → QiskitBitGenerator deprecated in favor of QuantumBitGenerator