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awesome-quantum-computing
A curated list of awesome quantum computing learning and developing resources.
https://github.com/eric-erki/awesome-quantum-computing
Last synced: about 19 hours ago
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Learning
- An Interactive Introduction to Quantum Computing - Interactive learning for quantum gate computing by David Kemp.
- Qiskit Tutorials - Jupyter notebooks simply demonstrating how to use Qiskit.
- CNOT - Easy to understand, step by step introduction to quantum computing concepts.
- Documentation for Strawberry Fields - Background information on the photonic continuous-variable approach to quantum computation, as well as tutorials for Xanadu’s SDK.
- IBM Q Full User Guide - Short tutorials providing a gentle introduction to quantum computing and IBM Q.
- Nielsen and Chuang - Worked examples on quantum algorithm problems.
- Quantum Computer Programming - Hands on Stanford course teaching quantum computing to those without a quantum mechanical background.
- Quantum Computing Playground - 3D quantum state visualisation tool able to simulate up to 22 qubits.
- Quantum computing for the very curious - Essay introducing quantum computing by Michael Nielsen and Andy Matuschak.
- Quantum in the Cloud - Four qubit photonic quantum simulator and computer.
- Quantum Machine Learning for Data Scientists - Explanation of quantum machine learning algorithms.
- D-Wave Leap - Demos and educational resources as well as access to D-Wave's quantum computer.
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MOOCs
- Brilliant.org Quantum Computing - Explanations through problems. Curated along with Microsoft and Alphabet X.
- MIT Quantum Information Sciences - Series of lecture notes on the MIT quantum information sciences course.
- 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.
- Understanding Quantum Computers - Introduction to the key concepts of quantum computing with minimal mathematics.
- Quantum Cryptography - Learn how quantum communication provides security that is guaranteed by the laws of nature.
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Development Tools
- Amazon Braket - Fully managed service providing a development environment to run quantum circuits on quantum simulators and computers.
- Ocean - D-Wave's SDK for developing on their quantum computers using Python.
- Project Q - Framework for implementing quantum computing in Python.
- QCL - Older, C like language for quantum computers. Only has a simulator and debugger.
- Quantum Programming Studio - Web based quantum programming IDE and simulator.
- Quipper - Embedded, scalable, functional programming language for quantum computing.
- QuTiP - Quantum toolbox in Python for simulating dynamics of open quantum systems.
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Blogs
- Qiskit blog - All about quantum computation from the Qiskit community team.
- 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.
- Q# Blog - Microsoft Quantum development updates.
- Dawid Kopczyk - Quantum algorithms explained to data scientists with visualisations.
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Books
- Classical and Quantum Computation - Introduction to fundamentals of classical and quantum computing.
- 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.
- Quantum Computation and Quantum Information - Comprehensive textbook for those with some prior knowledge in mathematics, computer science and physics.
- 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.
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Papers
- Opportunities and Challenges for Quantum Machine Learning - Opportunities and challenges for quantum-assisted machine learning in near-term quantum computers.
- Quantum Machine Learning - Quantum machine learning and what quantum computing means to data mining.
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Videos
- Introduction to Quantum Programming - The why and how of quantum programming with a focus on the Python Forest SDK from Rigetti.
- Quantum Computing for Computer Scientists - Microsoft Research Talk on introductory quantum computing for computer scientists. Duration: 1 hour, 28 minutes.
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Community
- D-Wave Leap Community - D-Wave System's Leap Community Forum.
- 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 Inferiority - Quantum Programming Chat on matrix, language agnostic, expertise not required
- Q# Community - Community contributed libraries, projects, and demos for the Q# language.
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