Quantum Computing

A repository with simple explanations, code and visualizations of Quantum concepts and real world applications.

Introduction

Welcome to the Quantum Computing Funhouse!

Fear sparks amongst the ton at the mention of quantum computing like German planes are still flying up there. That's not a quantum joke but rather classical, so I reconned. You would relate - especially if you are a Brit and were alive in 1945 - of which am not on both accounts!

However, this shouldn't be the case!

This repository is your golden ticket to the wacky world of quantum computing. Whether you're a curious cat just dipping your paws into the quantum realm or a seasoned Schrödinger's cat playing with superpositions, there's something for everyone.

What's Inside?

Jupyter Notebooks Galore : Dive into a plethora of notebooks, starting from the basics and spiraling into advanced topics. Each notebook is packed with explanations, code, and a sprinkle of humor to keep those qubits spinning!
From Qubits to Quboss : Learn the ABCs of quantum computing, from understanding qubits and gates to mastering complex algorithms and quantum error correction. You'll go from "What's a qubit?" to "I am the Quboss!" in no time.
Code & Play : Every notebook comes with interactive code snippets. Tinker with them, run them, and watch quantum magic unfold. Who said learning quantum computing can't be fun?

Getting Started

Run this code in your terminal to clone the repository

Clone the Repository:

git clone https://github.com/BrianOtieno/quantum-computing.git

Install Dependencies:

pip install jupyter qiskit qiskit_aer qiskit-nature matplotlib numpy qiskit_machine_learning qiskit-ibm-runtime pylatexenc pyscf seaborn networkx pennylane-qiskit qiskit-optimization qiskit-ibm-runtime qiskit-ignis --quiet

Fire Jupyter:
```
jupyter notebook
```
Choose Your Adventure Start with 0001-basic-quantum-circuit.ipynb and follow the path of quantum enlightenment.

Contributing

Have a cool quantum trick up your sleeve? Pull requests are welcome! Let's make this repository a quantum carnival.

License

This repository is licensed under the MIT License. Feel free to use, modify, and distribute, but remember: with great power comes great responsibility (and hopefully, fewer quantum bugs).

Supporting Repository

You can drop a star, a fork or if in a philanthropic mood, send in a contribution via Sendwave or WorldRemit apps to Kenya via MPESA number: +254723328969. I could use a 128GB RAM laptop to run some advanced quantum concepts and share with the community.

Disclaimer

No actual cats were placed in superposition during the creation of these notebooks.

...

Get ready to quantum leap into the future. May your qubits be ever in superposition!

Happy Quantum Computing! 🌀🧑‍💻

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Name		Name	Last commit message	Last commit date
Latest commit History 113 Commits
.vscode		.vscode
.gitignore		.gitignore
0001-basic-quantum-circuit.ipynb		0001-basic-quantum-circuit.ipynb
0002-quantum-entanglement.ipynb		0002-quantum-entanglement.ipynb
0003-quantum-superposition.ipynb		0003-quantum-superposition.ipynb
0004-quantum-teleportation.ipynb		0004-quantum-teleportation.ipynb
0005-quantum-gates.ipynb		0005-quantum-gates.ipynb
0006-grovers-algorithm.ipynb		0006-grovers-algorithm.ipynb
0007-shors-algorithm.ipynb		0007-shors-algorithm.ipynb
0008-quantum-cryptography.ipynb		0008-quantum-cryptography.ipynb
0009-quantum-machine-learning.ipynb		0009-quantum-machine-learning.ipynb
0010-quantum-error-mitigation.ipynb		0010-quantum-error-mitigation.ipynb
0011-quantum-phase-estimation.ipynb		0011-quantum-phase-estimation.ipynb
0012-varitional-quantum-eigensolver.ipynb		0012-varitional-quantum-eigensolver.ipynb
0013-quantum-fourier-transform.ipynb		0013-quantum-fourier-transform.ipynb
0014-quantum-random-number-generator.ipynb		0014-quantum-random-number-generator.ipynb
0015-quantum-walks.ipynb		0015-quantum-walks.ipynb
0016-quantum-annealing-optimization.ipynb		0016-quantum-annealing-optimization.ipynb
0017-quantum-optimization-max-cut-qaoa.ipynb		0017-quantum-optimization-max-cut-qaoa.ipynb
0017-quantum-optimization-max-cut.ipynb		0017-quantum-optimization-max-cut.ipynb
0018-quantum-image-processing.ipynb		0018-quantum-image-processing.ipynb
0019-quantum-principal-component-analysis.ipynb		0019-quantum-principal-component-analysis.ipynb
0020-quantum-data-compression.ipynb		0020-quantum-data-compression.ipynb
0021-quantum-amplitude-amplification.ipynb		0021-quantum-amplitude-amplification.ipynb
0022-quantum-generative-adversarial-networks.ipynb		0022-quantum-generative-adversarial-networks.ipynb
0023-quantum-state-tomography.ipynb		0023-quantum-state-tomography.ipynb
0024-quantum-speedup-for-solving-linear-systems-equations.ipynb		0024-quantum-speedup-for-solving-linear-systems-equations.ipynb
0025-quantum-monte-carlo.ipynb		0025-quantum-monte-carlo.ipynb
0026-quantum-game-theory.ipynb		0026-quantum-game-theory.ipynb
0027-quantum-ml-with-pennylane.ipynb		0027-quantum-ml-with-pennylane.ipynb
0028-quantum-boltzmann-machines.ipynb		0028-quantum-boltzmann-machines.ipynb
0029-qsdc.ipynb		0029-qsdc.ipynb
0030-quantum-sensing.ipynb		0030-quantum-sensing.ipynb
0031-quantum-metrology.ipynb		0031-quantum-metrology.ipynb
0032-quantum-random-access-memory.ipynb		0032-quantum-random-access-memory.ipynb
0033-quantum-hamiltonian-simulation.ipynb		0033-quantum-hamiltonian-simulation.ipynb
0034-fault-tolerant-quantum-computing.ipynb		0034-fault-tolerant-quantum-computing.ipynb
0035-qec-tqc-surface-code.ipynb		0035-qec-tqc-surface-code.ipynb
0036-quantum-fishers-information.ipynb		0036-quantum-fishers-information.ipynb
0037-topological-quantum-computing-anyons.ipynb		0037-topological-quantum-computing-anyons.ipynb
0038-quantum-networking.ipynb		0038-quantum-networking.ipynb
0039-qec-ldpc.ipynb		0039-qec-ldpc.ipynb
0040-distributed-quantum-computing.ipynb		0040-distributed-quantum-computing.ipynb
0041-quantum-econophysics.ipynb		0041-quantum-econophysics.ipynb
0042-quantum-econophysics-wave-functions.ipynb		0042-quantum-econophysics-wave-functions.ipynb
0043-quantum-tdse-econophysics.ipynb		0043-quantum-tdse-econophysics.ipynb
0044-von-neumann-entropy-econophysics.ipynb		0044-von-neumann-entropy-econophysics.ipynb
0045-quantum-tunneling-econophysics.ipynb		0045-quantum-tunneling-econophysics.ipynb
0046-feynman-path-integral-and-econophysics.ipynb		0046-feynman-path-integral-and-econophysics.ipynb
0047-quantum-econophysics-density-matrix.ipynb		0047-quantum-econophysics-density-matrix.ipynb
0048-qft-and-econophysics.ipynb		0048-qft-and-econophysics.ipynb
0049-quantum-econophysics-risk-analysis-monte-carlo.ipynb		0049-quantum-econophysics-risk-analysis-monte-carlo.ipynb
0050-qnn-econophysics-economic-forecasting.ipynb		0050-qnn-econophysics-economic-forecasting.ipynb
0051-chemistry-hartreefolk-method.ipynb		0051-chemistry-hartreefolk-method.ipynb
0052-chemistry-electronic-structure-using-ci.ipynb		0052-chemistry-electronic-structure-using-ci.ipynb
0053-quantum-chemistry-casscf.ipynb		0053-quantum-chemistry-casscf.ipynb
0054-chemistry-post-hf-mp2.ipynb		0054-chemistry-post-hf-mp2.ipynb
0055-chemistry-ccsd.ipynb		0055-chemistry-ccsd.ipynb
0056-chemistry-electronic-structure-using-qaoa.ipynb		0056-chemistry-electronic-structure-using-qaoa.ipynb
0057-chemistry-electronic-structure-vqe.ipynb		0057-chemistry-electronic-structure-vqe.ipynb
0058-chemistry-electronic-structure-qpe.ipynb		0058-chemistry-electronic-structure-qpe.ipynb
0059-molecular-hamiltonians-jordan-wigner-transformation.ipynb		0059-molecular-hamiltonians-jordan-wigner-transformation.ipynb
0060-molecular-hamiltonians-bravyi-kitaev-transformation.ipynb		0060-molecular-hamiltonians-bravyi-kitaev-transformation.ipynb
0061-molecular-hamiltonians-parity-transformers.ipynb		0061-molecular-hamiltonians-parity-transformers.ipynb
0062-quantum-chemistry-simulation-ucc.ipynb		0062-quantum-chemistry-simulation-ucc.ipynb
0063-quantum-chemistry-simulation-gse.ipynb		0063-quantum-chemistry-simulation-gse.ipynb
0064-quantum-chemistry-visualization-calculating-excited-states-td-vqe.ipynb		0064-quantum-chemistry-visualization-calculating-excited-states-td-vqe.ipynb
0065-quantum-chemistry-simulation-symmetry-adapted-circuit.ipynb		0065-quantum-chemistry-simulation-symmetry-adapted-circuit.ipynb
0066-quantum-molecular-dynamics-trotterization.ipynb		0066-quantum-molecular-dynamics-trotterization.ipynb
0067-quantum-gradient-descent-for-molecular-optimization.ipynb		0067-quantum-gradient-descent-for-molecular-optimization.ipynb
0068-computational-expectation-values-molecular-operators.ipynb		0068-computational-expectation-values-molecular-operators.ipynb
0069-polaration-quantum-chemistry.ipynb		0069-polaration-quantum-chemistry.ipynb
0070-chirality-circular-dichroism-quantum-chemistry.ipynb		0070-chirality-circular-dichroism-quantum-chemistry.ipynb
LICENSE		LICENSE
README.md		README.md

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Quantum Computing

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