https://github.com/dcavar/q
Quantum Computing and Algorithms
https://github.com/dcavar/q
ai lambeq natural-language-processing qiskit quantum
Last synced: 7 months ago
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Quantum Computing and Algorithms
- Host: GitHub
- URL: https://github.com/dcavar/q
- Owner: dcavar
- License: apache-2.0
- Created: 2018-05-22T17:36:26.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2024-06-15T09:04:04.000Z (over 1 year ago)
- Last Synced: 2025-03-26T18:57:26.202Z (12 months ago)
- Topics: ai, lambeq, natural-language-processing, qiskit, quantum
- Language: Jupyter Notebook
- Homepage: https://nlp-lab.org/quantumnlp/
- Size: 1010 KB
- Stars: 9
- Watchers: 8
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Quantum Computing and Algorithms
Created by [Damir Cavar]
Last change: 2024-03-29 by [Damir Cavar]
See for more details: [NLP Lab](https://nlp-lab.org/quantumnlp/)
This repo contains the code, notes, links, and other material from the reading group on:
**Quantum Algorithms, Linear Algebra, Deep Learning, Machine Learning, and Natural Language Processing**
Initial meetings started summer 2018 at [Indiana University](https://www.indiana.edu/) in [Dr. Damir Cavar]'s lab.
The goal of this reading and programming group is to promote the understanding of Quantum Algorithms and Computing,
focusing on Machine Learning, and in particular for Natural Language Processing and Deep Learning.
The [repo homepage is here](http://damir.cavar.me/q/).
## Literature
We are reading:
- 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 Q Initiative](https://www.research.ibm.com/ibm-q/) and [Quantum Information Software Kit (QISKit)](https://qiskit.org/)
- The [Microsoft Quantum Computing pages](https://www.microsoft.com/en-us/quantum/) and the [Microsoft Quantum Development Kit](https://www.microsoft.com/en-us/quantum/development-kit) (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]
- Chi Zhang
## 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"