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https://github.com/pferreirafabricio/ai-big-data-quantum
💡 Software Analysis For The Development Of Artificial Intelligence And Big Data Tasks In Quantum Computers
https://github.com/pferreirafabricio/ai-big-data-quantum
artificial-intelligence azure big-data centro-paula-souza csharp fatec fatec-am fatec-americana fatec-jd fatec-jogos-digitais machine-learning qdk qsharp quantum quantum-algorithms quantum-computing scientific-research
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💡 Software Analysis For The Development Of Artificial Intelligence And Big Data Tasks In Quantum Computers
- Host: GitHub
- URL: https://github.com/pferreirafabricio/ai-big-data-quantum
- Owner: pferreirafabricio
- License: gpl-3.0
- Created: 2022-04-26T20:21:03.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2022-11-10T02:41:43.000Z (about 2 years ago)
- Last Synced: 2024-05-28T14:08:20.643Z (7 months ago)
- Topics: artificial-intelligence, azure, big-data, centro-paula-souza, csharp, fatec, fatec-am, fatec-americana, fatec-jd, fatec-jogos-digitais, machine-learning, qdk, qsharp, quantum, quantum-algorithms, quantum-computing, scientific-research
- Language: C#
- Homepage: https://pferreirafabricio.github.io/ai-big-data-quantum/
- Size: 1.54 MB
- Stars: 4
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
## 📖 About
This is a scientific research project, under development at [FATEC Americana](https://www.fatec.edu.br/), aiming to study softwares that can be used to develop Artificial Intelligence, Machine Learning, and Big Data tasks in quantum computers. Research guided by [Dra. Mariana Godoy Vazquez Miano](http://lattes.cnpq.br/1666058085031027).
## 🔁 Contributions
Some contributions made by the authors in external projects.
- [Microsoft Quantum Docs - Pull Request 503](https://github.com/MicrosoftDocs/quantum-docs/pull/503)
- [Microsoft Quantum Docs - Issue 474](https://github.com/MicrosoftDocs/quantum-docs/issues/474)
- [Microsoft Quantum Docs - Pull Request 565](https://github.com/MicrosoftDocs/quantum-docs/pull/565)
- [Microsoft Quantum Docs - Pull Request 572](https://github.com/MicrosoftDocs/quantum-docs/pull/572)
- [Can't add Ionq or Quantinuum as providers in workspace - Microsoft Q&A](https://learn.microsoft.com/en-us/answers/questions/1035631/can39t-add-ionq-or-quantinuum-as-providers-in-work.html)
## 🧪 Tests
Some tests made based on the algorithms that are being developed.
- [Basic performance comparison between classical and quantum machine learning](https://github.com/pferreirafabricio/ai-big-data-quantum/releases/tag/v0.0.1)
## 🧱 This project was built with:
- [.NET](https://dotnet.microsoft.com/en-us/)
- [Q#](https://docs.microsoft.com/en-us/azure/quantum/overview-what-is-qsharp-and-qdk)
- [QDK](https://docs.microsoft.com/en-us/azure/quantum/overview-what-is-qsharp-and-qdk)
- [C#](https://docs.microsoft.com/en-us/dotnet/csharp/)
- [ML.NET](https://dotnet.microsoft.com/en-us/apps/machinelearning-ai/ml-dotnet)
## 🏄♂️ Quick Start
1. Clone this repository `git clone https://github.com/pferreirafabricio/ai-big-data-quantum.git`
2. Enter in the project's folder: `cd ai-big-data-quantum`
3. Run whatever project you want 😃
## ♻ Contribute
1. Fork this repository
2. Create a branch with your feature: ```git checkout -b my-feature```
3. Commit your changes: ```git commit -m 'feat: My new feature'```
4. Push your branch: ```git push origin my-feature```
## 🧾 License
This project is under the MIT license. Take a look at the [LICENSE](LICENSE) file for more details.
## 🤝🏼 Researchers
## 📚 Learn more
* What are the Q# programming language and Quantum Development Kit (QDK)?: https://docs.microsoft.com/en-us/azure/quantum/overview-what-is-qsharp-and-qdk
* How quantum computing will boost the value of big data: https://intetics.medium.com/how-quantum-computing-will-boost-the-value-of-big-data-bccb95fb352b
* Quantum Computing and The Future of Big Data: https://isg-one.com/articles/quantum-computing-and-the-future-of-big-data
* How Quantum Computers Will Revolutionise Artificial Intelligence, Machine Learning And Big Data: https://isg-one.com/articles/quantum-computing-and-the-future-of-big-data
* Introduction to Quantum Machine Learning: https://docs.microsoft.com/en-us/azure/quantum/user-guide/libraries/machine-learning/intro
* Write a Q# and .NET program to run on a local quantum simulator: https://docs.microsoft.com/en-us/azure/quantum/how-to-csharp-qdk-local
* Quantum Computing Expert Explains One Concept in 5 Levels of Difficulty: https://www.youtube.com/watch?v=OWJCfOvoch
* Data types in Q#: https://docs.microsoft.com/en-us/azure/quantum/user-guide/language/typesystem
* Quantum computing history and background: https://docs.microsoft.com/en-us/azure/quantum/concepts-overview
* Azure Quantum – Quantum Service: https://azure.microsoft.com/en-us/services/quantum
* QuantumClassification - https://github.com/microsoft/QuantumKatas/tree/main/tutorials/QuantumClassification
