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Quantum Computing and Algorithms

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# Quantum Computing and Algorithms

&copy; 2024 by [Damir Cavar](https://damir.cavar.me/)

Created 2024 by [Damir Cavar]

Last change: 2026-03-29 by [Damir Cavar]

See for more details: [Quantum AI Study Group](https://nlp-lab.org/quantumnlp/)

This repo contains the code, notes, links, and other material from the reading group on:

**Quantum Computing and AI**

Initial meetings started summer 2018 at [Indiana University](https://www.indiana.edu/) in [Dr. Damir Cavar]'s lab.

The purpose of this repo and material is to share and promote educational material and examples for Quantum Algorithms and Computing, focusing on Machine Learning, Natural Language Processing, and AI.

The [repo homepage is here](http://damir.cavar.me/q/).

## Content

- Qiskit 2.x material
- IBM Quantum course 'Basics of quantum information'

## Literature

-  Elías F. Combarro and Samuel González-Castillo (2025) *A Practical Guide to Quantum Computing: Hands-on approach to quantum computing with Qiskit*. Packt Publishing.
- Richard J. Lipton and Kenneth W. Regan (2014) [*Quantum Algorithms via Linear Algebra: A Primer*](https://mitpress.mit.edu/books/quantum-algorithms-linear-algebra). MIT Press.
- Eleanor G. Rieffel and Wolfgang H. Polak (2014) [Quantum Computing: A Gentle Introduction](https://mitpress.mit.edu/books/quantum-computing). MIT Press.

Complementary literature:

- Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016) [*The Deep Learning*](http://www.deeplearningbook.org/). MIT Press.
- Dan Jurafsky and James H. Martin (2008) [*Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition*](http://www.cs.colorado.edu/~martin/slp.html). Prentice Hall; 2nd edition.  ([3rd ed. draft](https://web.stanford.edu/~jurafsky/slp3/))
- Philip N. Klein (2013) [*Coding the Matrix: Linear Algebra Through Computer Science Applications*](http://codingthematrix.com/). Newtonian Press.

## Programming Environments

- The [IBM Quantum](https://www.ibm.com/quantum) and [Quantum Information Software Kit (QISKit)](https://qiskit.org/)
- The [Microsoft Quantum Computing pages](https://www.microsoft.com/en-us/quantum/) (Windows, macOS, Linux)

List of Quantum Computing simulators:

- [Quantiki QC simulators list](https://www.quantiki.org/wiki/list-qc-simulators)

## Information Sites

- [Quantiki](https://www.quantiki.org/)

A colleague pointed out that there was a workshop in May 2018 in DC with very interesting publications and tutorials linked on their site:

- [Next Step in Quantum Computing: Computer Science's Role](https://cra.org/ccc/events/quantum-computing/#resources)

## Team

- [Damir Cavar]

## Former Team Members

- [Jonathan Fan]
- [Rob Ludwig]
- Sai Shruthi Umakanth

[Damir Cavar]: http://damir.cavar.me/ "Damir Cavar"
[Dr. Damir Cavar]: http://damir.cavar.me/ "Damir Cavar"
[Rob Ludwig]: https://github.com/robludwig "Rob Ludwig"
[Jonathan Fan]: https://github.com/jonathanatuscpsu "Jonathan Fan"

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