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 3 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 2 years 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 | about 3 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 | almost 2 years ago | Python library for writing, manipulating, and optimizing NISQ circuits to run on quantum computers |
| Covalent | 785 | almost 2 years 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 7 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 3 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 | almost 2 years 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 7 years ago | Qiskit for JavaScript made by IBM |
| Qrack | High performance LGPL-licensed C++ quantum simulator library, documentation, and test code | ||
| Quantum++ | 549 | almost 2 years 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 6 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 | almost 2 years 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 | ||
Awesome Quantum Computing / 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 | ||
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 3 years ago | A repository with curated content on Quantum Computing in Portuguese |
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