Quantum Machine Learning

7 posts
Quantum Machine Learning
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Quantum Machine Learning: Introduction to TensorFlow Quantum

Peter Foy
Peter Foy
In this article, we introduce key concepts of TensorFlow Quantum (TFQ), which is a framework for building near-term quantum machine learning applications.…
Quantum Computing
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Advanced Mathematics of Quantum Computing

Peter Foy
Peter Foy
In this article, we review key mathematical techniques to analyze and solve problems with quantum computing.…
Quantum Computing
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Quantum Programming with the D-Wave Quantum Annealer

Peter Foy
Peter Foy
In this article we look at how to program the D-Wave quantum annealer to solve several real-world problems.…
Quantum Computing
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Introduction to Quantum Programming with Google Cirq

Peter Foy
Peter Foy
In this article we're going to take our first steps in programming a quantum computer with Google's Cirq framework.…
Quantum Computing
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Quantum Machine Learning: Introduction to Quantum Learning Algorithms

Peter Foy
Peter Foy
In this guide we discuss several approaches to using quantum computing hardware to enhance machine learning algorithms.…
Quantum Computing
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Quantum Machine Learning: Introduction to Quantum Computation

Peter Foy
Peter Foy
In this guide we discuss several paradigms for quantum computing: gate-model quantum computing, adiabatic quantum computing, and quantum annealing.…
Quantum Computing
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Quantum Machine Learning: Introduction to Quantum Systems

Peter Foy
Peter Foy
Quantum systems are similar to classical probability distributions, but they have certain properties that make them unique.…