Quantum Computing
Awesome Quantum Computing ¶
Quantum computing utilises quantum mechanical phenomenon such as entanglement and superposition to manipulate qubits to perform computation on a quantum computer. Currently available are tools to create and run programs on publicly usable quantum computers as well as resources to learn about them.
This is a curated list of uptodate resources on learning about and developing on quantum computers. The goal is to build a categorised communitydriven collection of up to date, high quality resources.
Sharing, suggestions and contributions are always welcome! Please take a look at the contribution guidelines and quality standard first. Thanks to all contributors, you're awesome and it wouldn't be possible without you!
For further resources related to Open Source Quantum Software Projects, please check out qosf's repo.
Learning¶
 An Interactive Introduction to Quantum Computing  Interactive learning for quantum gate computing by David Kemp.
 Black Opal  An interactive platform for learning the fundamentals of quantum computing.
 CNOT  Easy to understand, step by step introduction to quantum computing concepts.
 Chris Ferrie  Univeristy Professor in Sydney, Australia, author of Quantum Computing for babies (and many more) as well as excellent Quantum Computing lectures on Medium.
 Documentation for Forest and pyQuil  Tutorials for Rigetti Computing's SDK.
 Documentation for Strawberry Fields  Background information on the photonic continuousvariable approach to quantum computation, as well as tutorials for Xanadu’s SDK.
 DWave Leap  Demos and educational resources as well as access to DWave's quantum computer.
 IBM Q Full User Guide  Short tutorials providing a gentle introduction to quantum computing and IBM Q.
 Introduction to Quantum Computing  Online introductory lectures on quantum computing by CERN (European Organization for Nuclear Research).
 John Preskill's Notes on Quantum Computation  Notes of Caltech's Quantum Computation Course Physics 219/Computer Science 219 by John Preskill.
 Nielsen and Chuang  Worked examples on quantum algorithm problems.
 Qiskit Tutorials  Jupyter notebooks simply demonstrating how to use Qiskit.
 Quantum Algorithm Implementations for Beginners  A brif survey of 20 different quantum algorithms using qiskit.
 Quantum Algorithm Zoo  Comprehensive catalog of quantum algorithms.
 Quantum Algorithms  Opensource set of lectures notes on quantum algorithms, with a focus on machine learning and data analysis.
 Quantum Computer Programming  Hands on Stanford course teaching quantum computing to those without a quantum mechanical background.
 Quantum Computing Foundations  Microsoft Learn learning path covering Azure Quantum and elements of quantum computing.
 Quantum Computing Playground  3D quantum state visualisation tool able to simulate up to 22 qubits.
 Quantum Computing UK  Free Qiskit tutorials and code repository.
 Quantum Computing for the Very Curious  Essay introducing quantum computing by Michael Nielsen and Andy Matuschak.
 Quantum Computing with Amazon Braket SDK  Manning liveProject series that introduces Braket API and guides the learner through implementation of several simple algorithms.
 Quantum Computing with Microsoft QDK  Manning liveProject series that guides the learner through implementation of a variety of protocols and algorithms using Microsoft QDK.
 Quantum Inspire Knowledge Base  Easy to read knowledge base, rich of basic Quantum Computing concepts.
 Quantum in the Cloud  Four qubit photonic quantum simulator and computer.
 Quantum Katas  Programming exercises for learning quantum computing and Q#.
 Quantum Machine Learning for Data Scientists  Explanation of quantum machine learning algorithms.
 Quirk  Browserbased draganddrop quantum circuit simulator that reacts, simulates, and animates in realtime.
 QWorld's BronzeQiskit  Very accessible computation/programming oriented tutorials. It begins from basics of matrices up to grover's algorithm. There are also accompanying videos which explain the tutorials.
 The Quantum Quest  Introductory web class on quantum computing principles designed for high school students.
MOOCs¶
 Brilliant.org Quantum Computing  Explanations through problems. Curated along with Microsoft and Alphabet X.
 Introduction to Quantum Information Science  “Introduction to Quantum Information” by Professor Artur Ekert at the University of Oxford.
 MIT Quantum Information Sciences  Series of lecture notes on the MIT quantum information sciences course.
 Programming a Quantum Computer with Qiskit  2hour guided course focusing on learning how to code for a Quantum Computer leveraging Qiskit.
 QC101 Quantum Computing & Quantum Physics for Beginners  Introductory course on quantum cryptography and how to run quantum programs.
 Quantum Computing: Theory to Simulation and Programming  Understanding the DWave Quantum Annealer architecture along with a few practical tasks.
 Quantum Information Science I, Part I  Foundational course on quantum information and computation.
 Quantum Machine Learning  Learn about the benefits quantum technologies can provide to machine learning.
 Quantum Mechanics and Quantum Computation  Conceptual introduction to the fundamental principles of quantum mechanics.
 The Introduction To Quantum Computing  A subtle introduction to computation, the math behind it and its quantum counterparts followed by indepth discussion of a few quantum algorithms.
 Quantum Computing. Less Formulas  More Understanding  Same professor of the previous course, this time more focused on quantum concepts rather than math.
 The Quantum Internet and Quantum Computers: How Will They Change the World?  Learn the principles and promises behind developments in quantum computers and quantum internet and how they will impact our future.
 Understanding Quantum Computers  Introduction to the key concepts of quantum computing with minimal mathematics.
Development Tools¶
 Amazon Braket  Fully managed service providing a development environment to run quantum circuits on quantum simulators and computers.
 Blueqat  Software development kit in Python for quantum gate computing.
 Boulder Opal  Python toolset for automating and optimizing quantum hardware performance.
 Cirq  Python library for writing, manipulating, and optimizing NISQ circuits to run on quantum computers.
 Covalent  Framework for distributed computing on heterogeneous infrastructure from CPUs to GPUs to quantum computers.
 Fire Opal  Python package for improving the quality of quantum algorithm results.
 IBM Quantum Experience  Online quantum composer to run experiments on real quantum computing hardware.
 Mitiq  Python toolkit for implementing error mitigation techniques on quantum computers.
 NISQAI  Library for performing quantum artificial intelligence on nearterm quantum computers.
 Ocean  DWave's SDK for developing on their quantum computers using Python.
 Orquestra  Zapata Computing's unified quantum operating environment, allowing for quantumenabled workflows.
 Paddle Quantum  Baidu's python toolkit for quantum machine learning.
 PennyLane  Open source framework for quantum computing and quantum machine learning that integrates various other platforms.
 Project Q  Framework for implementing quantum computing in Python.
 pyQuil  Python library for quantum programming using Quil by Rigetti.
 pytket  Python module for interfacing with Cambridge Quantum Computing's tket>; a tool for circuit optimising and qubit allocation.
 QCL  Older, C like language for quantum computers. Only has a simulator and debugger.
 Qiskit SDK  Software development kit by IBM for writing and running quantum algorithms on simulators and real hardware.
 Qiskit.js  Qiskit for JavaScript made by IBM.
 Qrack  High performance LGPLlicensed C++ quantum simulator library, documentation, and test code.
 Quantum++  High performance modern C++11 quantum computing library.
 Quantum Inspire  Platform to run quantum algorithms on simulators or quantum hardware  by QuTech.
 Quantum Programming Studio  Web based quantum programming IDE and simulator.
 Quipper  Embedded, scalable, functional programming language for quantum computing.
 Qurry  Quantum probabilistic programming language based on functional and probabilistic paradigms.
 QuTiP  Quantum toolbox in Python for simulating dynamics of open quantum systems.
 Q#  Microsoft quantum development kit and Q# programming language.
 Strangeworks Platform  A hardware agnostic platform and interface allowing for focus on development rather than specific hardware solution building.
 TensorFlow Quantum  A quantum machine learning library that integrates Cirq with TensorFlow for prototyping of hybrid quantumclassical models for classical or quantum data.
 Tequila  An Extensible Quantum Information and Learning Architecture developed by Alan AspuruGuzik group (University of Toronto).
Blogs¶
 Algorithmic Assertions  About quantum computing and computing in general by Craig Gidney  a member of Google Quantum Computing Team.
 Bits of Quantum  By the QuTech institution, sharing their research and daily life.
 Dawid Kopczyk  Quantum algorithms explained to data scientists with visualisations.
 Decodoku  Interesting posts on quantum computation, by James Wootton.
 Microsoft Quantum blog  Microsoft Quantum programwide updates.
 Musty Thoughts  Personal blog of Michał Stęchły, includes many articles for people starting to learn about quantum computing.
 Qiskit blog  All about quantum computation from the Qiskit community team.
 Quantumfy  Snippets on the latest quantum computing news and quantum infographics.
 Quantum Frontiers  By the Quantum Institute for Quantum Information and Matter, sharing behind the scenes research insights.
 Quantum Weekly  A weekly correlation of all things quantum  computing, cryptography, entanglement.
 Quantum Zeitgeist  Covers the latest news in quantum computing as well as QC companies and careers.
 Q# Blog  Microsoft Quantum development updates.
 ShtetlOptimized  Scott Aaronson's thoughts on quantum computing matters.
 The Quantum Aviary  Blog without the hype talking about developments in quantum hardware.
 The Quantum Daily  Outlet for the latest news in quantum computing, presenting articles for both research scientists and the curious Sunday newspaper reader.
 xa0  New research and deep dives into quantum computing optimization.
Books¶
 An Introduction to Quantum Computing  Strikes an excellent balance between accessiblity and mathematical rigour. It is suitable for undergraduate students.
 Classical and Quantum Computation  Introduction to fundamentals of classical and quantum computing.
 Dancing with Qubits  How quantum computing works and how it can change the world.
 Introduction to Classical and Quantum Computing  Introductory quantum computing textbook. The only prerequisite is trigonometry, and it teaches the math along the way.
 Learn Quantum Computation using Qiskit  An opensource textbook covering quantum algorithms and showing how to run them on real hardware using Qiskit. Also covers prerequisites.
 Learn Quantum Computing with Python and Q#  Introduces quantum computing using Python and Q#, Microsoft's new language for quantum programming.
 Problems and Solutions in Quantum Computing  Easy to advanced quantum computing and information problems with detailed solutions.
 Programming Quantum Computers: Essential Algorithms and Code Samples  Handson introduction to quantum computing that focuses on concepts and programming examples (in multiple languages).
 Quantum Computation and Quantum Information  Comprehensive textbook for those with some prior knowledge in mathematics, computer science and physics.
 Quantum Computing: An Applied Approach  A hands on introduction into quantum computing that explains the foundations of quantum computing to the mathematics behind quantum systems.
 Quantum Computing: A Gentle Introduction  Explains quantum computing with only basic college maths knowledge needed.
 Quantum Computing Explained  Conversational approach to explaining quantum computing with worked solutions.
 Quantum Computing for Computer Scientists  Quantum computing explained using an approach accessible to undergraduate computer science students.
 Quantum Computing for Everyone  Introduction into topics such as qubits, entanglement, and quantum teleportation for the general reader.
 Quantum Computing for the Quantum Curious  Freely available quantum computing textbook aimed at high school students, undergraduate students and the general public.
 Quantum Computing in Action  For Java developers at all levels who want an early start in quantum computing.
 Understanding Quantum Technologies  Excellent Book which provides a 360 degree approach of quantum technologies encompassing all dimensions.
Popular Science¶
 Quantum Computing Since Democritus  A cute introduction to quantum computing and computational complexity theory. It is intended for the widest possible target audience, and contains some topics of relevance to philosophy.
 Seth Lloyd. Programming the Universe_ A Quantum Computer Scientist Takes on the Cosmos  What if the universe is a giant quantum computer? It takes the reader throuogh a journey of computational model of the universe and its implications on physics.
 The Fabric of Reality: The Science of Parallel Universes and Its Implications  It is of philosophical spirit, about revealing a unified fabric of reality explanation.
Videos¶
 Anastasia Marchenkova  Youtube channel focusing on quantum computing topics and general technology.
 Circuit Sessions  Qiskit series exploring the value and use of quantum circuits through a lecture series by academics and industry researchers.
 Coding with Qiskit video series  YouTube video series showing how to write quantum algorithms.
 Introduction to Quantum Programming  The why and how of quantum programming with a focus on the Python Forest SDK from Rigetti.
 Ph/CS 219A at Caltech: Quantum Computation  Lectures for the first term of a course on quantum computation taught at Caltech in Fall 2020, by John Preskill.
 Quantum Computing for Computer Scientists  Microsoft Research Talk on introductory quantum computing for computer scientists. Duration: 1 hour, 28 minutes.
 Quantum Computing for the Determined  A series of lectures on quantum computing basics by Michael Nielsen.
 Quantum Computation and Information at CMU  A series of lectures on quantum computing by Professor O'Donnell at CMU.
 Quantum Impact  Understand how quantum computing can help scientists solve some of the world's most challenging problems such as land optimisation.
 Quantum Computing Seminar Series  Qiskit series discussing recent research.
 Quantum Mechanics by PBS Space Time  YouTube playlist targeting a wide audience with generic concepts around Quantum Mechanics and Computing.
Community¶
 DWave Leap Community  DWave System's Leap Community Forum.
 IBM Q Community  IBM Q Community page with list of upcoming events and latest programs.
 IBM Q Qiskit Community  Slack Channel for Qiskit and quantum computing discussions.
 Mike & Ike Subreddit  Discussion about the book Quantum Computation and Quantum Information.
 Pennylane Discussion Forum  Discussion forum for quantum machine learning, both using simulations and on near term hardware.
 Quantum Computing Slack Community  Slack channels for discussion of quantum computing.
 Quantum Computing StackExchange  Question and answer site for quantum computing.
 Quantum Computing Subreddit  Community for discussion of many quantum computing topics.
 Quantum Inferiority  Quantum Programming Chat on matrix, language agnostic, expertise not required.
 Quantum Information and Quantum Computer Scientists of the World Unite  Facebook group for quantum research discussion.
 Q# Community  Community contributed libraries, projects, and demos for the Q# language.
 Rigetti Community  Slack Channel for Rigetti and quantum computing discussions.
 Strawberry Fields Community  Slack channel for Xanadu and Strawberry Fields photonic/CV quantum computing discussions.
Podcasts¶
 Meet the meQuanics  Interviews with key quantum computing figures, aimed at the lay person.
 Quantum Computing Now  Podcast by Ethan Hansen covering three main topics: the basics of quantum computing, interviews and the latest news.

The Qubit Guy's Podcast  Podcast by Yuval Boger from Classiq Technologies featuring thought leaders from the quantum computing industry.

Quantum Computing in Portuguese  A repository with curated content on Quantum Computing in Portuguese.
License¶
To the extent possible under law, Desiree VogtLee has waived all copyright and related or neighboring rights to this work.