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PennyLane Codebook: Interactive Quantum ML Learning
Xanadu / PennyLane Team
5 courses · 3 tutorials
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Xanadu / PennyLane Team
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IBM Quantum / Qiskit Team
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Xanadu
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University of Toronto / Peter Wittek
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Xanadu / QOSF Community
A practical overview of what quantum computers can actually do today and in the near future: chemistry simulation, optimisation, cryptography, and machine learning.
Implement a patch quantum GAN in PennyLane with a parametric quantum generator and classical neural network discriminator. Covers adversarial training, mode collapse, and how entanglement contributes to output diversity.
Build a complete binary quantum classifier with angle encoding, strongly entangling layers, BCE loss, and Adam optimizer, trained on the moons dataset, with decision boundary visualization and comparison to logistic regression.