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Loredo, Robert. Learn quantum computing with Python and IBM Q experience: a hands-on introduction to quantum computing and writing your own quantum programs with Python / Robert Loredo. — 1 online resource — <URL:http://elib.fa.ru/ebsco/2637711.pdf>.Дата создания записи: 20.07.2020 Тематика: Quantum computing.; Python (Computer program language) Коллекции: EBSCO Разрешенные действия: –
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Оглавление
- Cover
- Title Page
- Copyright and Credits
- About Packt
- Contributors
- Table of Contents
- Preface
- Section 1: Tour of the IBM Quantum Experience (QX)
- Chapter 1: Exploring the IBM Quantum Experience
- Technical requirements
- Navigating the IBM Quantum Experience
- Registering to the IBM Quantum Experience
- Understanding the Personal profile tab
- Getting started with IBM Quantum Experience
- Learning about your backends
- Learning about pending and latest results
- Exploring My Account
- Summary
- Questions
- Chapter 2: Circuit Composer – Creating a Quantum Circuit
- Technical requirements
- Creating a quantum circuit using the Composer
- Launching the Composer editor
- Familiarizing yourself with the Circuit Composer components
- Creating our first quantum circuit
- Building a quantum circuit with classical bit behaviors
- Building a coin-flipping experiment
- Entangling two coins together
- Summary
- Questions
- Chapter 3: Creating Quantum Circuits using Quantum Lab Notebooks
- Technical requirements
- Creating a quantum circuit using Quantum Lab Notebooks
- Launching a Notebook from the Quantum Lab
- Familiarizing yourself with the Quantum Lab components
- Opening and importing existing Quantum Lab Notebook
- Developing a quantum circuit on Quantum Lab Notebooks
- Reviewing the results of your quantum circuit on Quantum Lab Notebooks
- Executing a quantum circuit on a quantum computer
- Summary
- Questions
- Section 2: Basics of Quantum Computing
- Chapter 4: Understanding Basic Quantum Computing Principles
- Technical requirements
- Introducing quantum computing
- Understanding superposition
- Learning about classical randomness
- Preparing a qubit in a superposition state
- Understanding entanglement
- Learning about the effects of interference between qubits
- Creating a quantum teleportation circuit
- Executing the quantum teleportation circuit
- Summary
- Questions
- Chapter 5: Understanding the Quantum Bit (Qubit)
- Technical requirements
- Learning about quantum bits (qubits)
- Reviewing the classic bit
- Understanding the qubit
- Visualizing the state vector of a qubit
- Creating the Bloch sphere representation of a qubit
- Understanding multi-qubits
- Learning about superconducting qubits
- Coupling the qubits together
- Summary
- Questions
- Chapter 6: Understanding Quantum Logic Gates
- Technical requirements
- Reviewing classical logic gates
- Understanding unitary operators
- Summary
- Questions
- Section 3: Algorithms, Noise, and Other Strange Things in Quantum World
- Chapter 7: Introducing Qiskit and its Elements
- Technical requirements
- Understanding quantum and classical system interconnections
- Reviewing the quantum programming process
- Understanding how to organize and interact with Qiskit
- Understanding Qiskit basics and its elements
- Terra
- Aer
- Ignis
- Aqua
- Installing and configuring Qiskit on your
local machine
- Preparing the installation
- Installing Anaconda
- Installing Qiskit
- Configuring your local Qiskit environment
- Getting support from the Qiskit community
- Introducing the Qiskit community
- Contributing to the Qiskit community
- Summary
- Questions
- Chapter 8: Programming with Qiskit Terra
- Technical requirements
- Understanding quantum circuits
- Creating a quantum circuit
- Obtaining circuit properties and analysis
- Customizing and parameterizing circuit libraries
- Generating pulse schedules on hardware
- Learning about instructions
- Understanding pulses and Pulse libraries
- Generating and executing schedules
- Scheduling existing quantum circuits
- Leveraging provider information
- Learning about the IBM Quantum Experience components
- Summary
- Questions
- Chapter 9: Monitoring and Optimizing Quantum Circuits
- Technical requirements
- Monitoring and tracking jobs
- Optimizing circuits using the Transpiler
- Transformation of a quantum circuit
- Optimizing the circuit by leveraging the layout optimizer
- Leaning about backend configuration and optimization
- Understanding passes and pass managers
- Visualizing and enhancing circuit graphs
- Learning about customized visual circuits
- Drawing the DAG of a circuit
- Summary
- Questions
- Chapter 10: Executing Circuits Using Qiskit Aer
- Technical requirements
- Understanding the differences between the Aer simulators
- Viewing all available backends
- Running circuits on the Qasm simulator
- Adding parameters to the backend options
- Initializing the qubits on a circuit
- Running circuits on the statevector simulator
- Running circuits on the unitary simulator
- Running circuits on the pulse simulator
- Generating noise models
- Understanding decoherence (T1 and T2)
- Understanding single-gate, multi-gate, and readout errors
- Building your own noise model
- Executing quantum circuits with custom
noise models
- Adding custom noise models to our circuits
- Summary
- Questions
- Chapter 11: Mitigating Quantum Errors Using Ignis
- Technical requirements
- Generating noise effects of relaxation
- Generating noise models and test circuits
- Estimating T1 decoherence times
- Generating the noise effects of dephasing
- Generating and executing T2 circuits
- Estimating T2 decoherence times
- Generating and executing T2* test circuits
- Estimating the T2* dephasing time
- Mitigating readout errors
- Summary
- Questions
- Further reading
- Chapter 12: Learning about Qiskit Aqua
- Technical requirements
- Understanding the components and their usability
- Initializing a fixed quantum state
- Creating a neural network discriminator
- Implementing state function operators
- Using Aqua utilities to simplify your work
- Familiarizing yourself with the quantum algorithms in Aqua
- Implementing the Logical Expression Oracle
- Implementing a truth table Oracle
- Creating your first classical/quantum application (Simon's)
- Stating Simon's problem
- Implementing Simon's algorithm
- Summary
- Questions
- Chapter 13: Understanding Quantum Algorithms
- Technical requirements
- Understanding the meaning of outperforming classical systems
- Understanding the Bell states algorithm
- Learning about Deutsch's algorithm
- Understanding the Deutsch-Jozsa algorithm
- Learning about the foundational oracle-based quantum algorithm
- Learning about the Bernstein-Vazirani algorithm
- Summary
- Questions
- Chapter 14: Applying Quantum Algorithms
- Technical requirements
- Understanding periodic quantum algorithms
- Learning Simon's algorithm
- Learning about the Quantum Fourier Transform algorithm
- Understanding Shor's algorithm
- Learning about Grover's search algorithm
- Learning about the problem
- Understanding Grover's search algorithm
- Implementing Grover's search algorithm
- Summary
- Questions
- Appendix A: Resources
- Assessments
- Other Books You May Enjoy
- Index
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