awesome-quantum-computing

Quantum dev hub

A curated collection of resources for learning and developing with quantum computing tools and platforms

A curated list of awesome quantum computing learning and developing resources.

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Awesome Quantum Computing / 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 continuous-variable approach to quantum computation, as well as tutorials for Xanadu’s SDK
D-Wave Leap Demos and educational resources as well as access to D-Wave'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 2,344 about 2 years ago 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 Open-source 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 4,554 about 1 year ago Programming exercises for learning quantum computing and Q#
Quantum Machine Learning for Data Scientists Explanation of quantum machine learning algorithms
Quirk Browser-based drag-and-drop quantum circuit simulator that reacts, simulates, and animates in real-time
QWorld's Bronze-Qiskit 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

Awesome Quantum Computing / 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 2-hour 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 D-Wave 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 in-depth discussion of a few quantum algorithms

Awesome Quantum Computing / MOOCs / The Introduction To Quantum Computing
Quantum Computing. Less Formulas - More Understanding Same professor of the previous course, this time more focused on quantum concepts rather than math

Awesome Quantum Computing / MOOCs
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

Awesome Quantum Computing / Development Tools
Amazon Braket Fully managed service providing a development environment to run quantum circuits on quantum simulators and computers
Blueqat 374 over 2 years ago Software development kit in Python for quantum gate computing
Boulder Opal Python toolset for automating and optimizing quantum hardware performance
Cirq 4,347 10 months ago Python library for writing, manipulating, and optimizing NISQ circuits to run on quantum computers
Covalent 785 11 months ago 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 40 over 6 years ago Library for performing quantum artificial intelligence on near-term quantum computers
Ocean D-Wave's SDK for developing on their quantum computers using Python
Orquestra Zapata Computing's unified quantum operating environment, allowing for quantum-enabled workflows
Paddle Quantum 592 over 2 years ago 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 1,421 11 months ago Python library for quantum programming using Quil by Rigetti
pytket Python module for interfacing with Cambridge Quantum Computing's t|ket>; 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 115 about 6 years ago Qiskit for JavaScript made by IBM
Qrack High performance LGPL-licensed C++ quantum simulator library, documentation, and test code
Quantum++ 549 10 months ago 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 25 over 5 years ago 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 quantum-classical models for classical or quantum data
Tequila 370 11 months ago An Extensible Quantum Information and Learning Architecture developed by Alan Aspuru-Guzik group (University of Toronto)

Awesome Quantum Computing / 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 program-wide 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
Shtetl-Optimized 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

Awesome Quantum Computing / 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 open-source 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 Hands-on 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
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

Awesome Quantum Computing / 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
Quantum Computation and Information at CMU A series of lectures on quantum computing by
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

Awesome Quantum Computing / Community
D-Wave Leap Community D-Wave 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

Awesome Quantum Computing / 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 featuring thought leaders from the quantum computing industry

Awesome Quantum Computing / Content in Non-English Languages
Quantum Computing in Portuguese 85 over 2 years ago A repository with curated content on Quantum Computing in Portuguese

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