## the quantum computing toolkit

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#### ⚛️ *quantum computing technology starts a new exciting era in humanity, combining quantum mechanics, security, artificial intelligence, computing technologies, and decentralized finance*

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<p align="center">
<img src="https://github.com/user-attachments/assets/2653ba33-5567-4d49-9df8-5f8967c23c70" width="80%" align="center"/>
</p>

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### chapters

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* **[quantum computing](quantum_computing)**
* **[quantum supremacy](quantum_supremacy)**
* **[quantum software](quantum_software)**
* **[quantum hardware](quantum_hardware)**
* **[quantum machine learning](quantum_machine_learning)**
* **[quantum cryptography](post_quantum_crypto)**
* **[quantum blockchains](blockchains)**

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### appendix: some of bt3gl's qc work from the last decade+

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##### outreach
* **[DEF CON 23 talk on hacking quantum computing](https://www.youtube.com/watch?v=1Fp6ibfOQ4Y)**
* **[curiee, a former 501(c)(3) for hackers to learn qc](http://web.archive.org/web/20200426052315/http://curiee.com/)**

##### publications
* **[graduate book on quantum information](http://www.astro.sunysb.edu/steinkirch/books/qi.pdf)**
* **[graduate book on quantum field theory](https://www.astro.sunysb.edu/steinkirch/books/qft.pdf)**
* **[whitepaper on "the study of the potts model, tutte and chromatic polynomials, and the connections with computation complexity and quantum computing"](https://www.astro.sunysb.edu/steinkirch/reviews/potts_model_paper.pdf)**
* **[handwritten notes on topological quantum field theory (and the chern-simons theory)](https://www.astro.sunysb.edu/steinkirch/books/tqfts.pdf)**
  
##### open-source software
* **[training energy-based-models using openai's resources](https://github.com/autistic-symposium/ml-ai-agents-py/tree/master/EBMs)**
* **[quantum computing tensorflow on kubernetes](https://github.com/autistic-symposium/ml-qtensorflow-py?tab=readme-ov-file)**
* **[quantum teleportation demo in cirq](https://www.youtube.com/watch?v=oGYMrXpQT-8)**