Introduction to Variational Quantum Algorithms
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Codercise V.1.1 - Defining Ansatzes
Codercise V.1.2.a - Calculating gradients with PSR
Codercise V.1.2.b - Calculating gradients with PennyLane
Codercise V.1.3.a - My gradient descent
Codercise V.1.3.b - PennyLane gradient descent
Codercise V.1.4 - Training a model
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Theory
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Theory
Paths
All modules
Resources
What will you learn?
Parametrized quantum circuits
Ansatzes
Cost functions
Optimizers
Gradient Descent
Potential, limitations and outlook