awesome-quantum-computing
by desireevl
A curated list of awesome quantum computing learning and developing resources.
AI summary
Quantum dev hub
A curated collection of resources for learning and developing with quantum computing tools and platforms
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What's in the list
136 links in 12 sections, with live GitHub stats.activeno commit in 2y
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
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
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
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
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
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
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 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
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 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
Qiskit for JavaScript made by IBM
- Qrack
High performance LGPL-licensed 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 quantum-classical models for classical or quantum data
Tequila
An Extensible Quantum Information and Learning Architecture developed by Alan Aspuru-Guzik 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 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
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
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
- 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
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
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
Content in Non-English Languages
Quantum Computing in Portuguese
A repository with curated content on Quantum Computing in Portuguese
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