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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.

krishnakumarsekar/awesome-quantum-machine-learning

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

46CC0-1.0HTML

View on GitHub

Stars: 3,632
Forks: 805
Watchers: 3,632
Open issues: 9
Contributors: 1

Star history, last 90 days+13 over 6 snapshots

2026-07-24 · 3,6192026-08-06 · 3,632

Star history, last 90 days
Date	Stars
2026-07-24	3619
2026-07-25	3619
2026-07-28	3619
2026-07-30	3619
2026-07-31	3626
2026-08-06	3632

Today

+6 stars today

This week

+13 stars this week

This month

— stars this month

Momentum

0.0

growth rate 0.36%/day

From the README

# Awesome Quantum Machine Learning [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)

A curated list of awesome quantum machine learning algorithms,study materials,libraries and software (by language).

[![Main Architecture](https://github.com/krishnakumarsekar/awesome-quantum-machine-learning/blob/master/Quantum%20Machine%20complete%20Architecture.png)](https://arxiv.org/pdf/1611.09347.pdf)

[![Quantum Kernel](https://github.com/krishnakumarsekar/awesome-quantum-machine-learning/blob/master/Qantum%20Kernel%20Structure.jpg)](https://www.dwavesys.com/tutorials/background-reading-series/quantum-computing-primer)

[![In Depth Physics Comparison](https://github.com/krishnakumarsekar/awesome-quantum-machine-learning/blob/master/CompareDifferentConcepts.jpg)](https://patents.google.com/patent/US20060091375)


## Table of Contents

<!-- MarkdownTOC depth=4 -->

- [INTRODUCTION](#introduction)
    - [Why Quantum Machine Learning?](#introduction-why-quantum-machine-learning)
- [BASICS](#basics)
    - [What is Quantum Mechanics?](#basics-what-quantum-mechanics)
    - [What is Quantum Computing?](#basics-what-quantum-computing)
    - [What is Topological Quantum Computing?](#basics-what-topological-quantum-computing)
    - [Quantum Computing vs Classical Computing](#basics-quantum-classical-vs) 
- [QUANTUM COMPUTING](#quantumcomputing)
    - [Atom Structure](#quantumcomputing-atom-structure)
    - [Photon wave](#quantumcomputing-photon-wave)
    - [Electron Fluctuation or spin](#quantumcomputing-elecfluctuation-spin)
    - [States](#quantumcomputing-states)
    - [SuperPosition](#quantumcomputing-superposition)
    - [SuperPosition specific for machine learning(Quantum Walks)](#quantumcomputing-superpostion-machinelearning)
    - [Classical Bit](#quantumcomputing-classicalbit)
    - [Quantum Bit or Qubit or Qbit](#quantumcomputing-qubit)
    - [Basic Gates in Quantum Computing](#quantumcomputing-basicgates)
    - [Quantum Diode](#quantumcomputing-diode)
    - [Quantum Transistor](#quantumcomputing-transistor)
    - [Quantum Processor](#quantumcomputing-processor)
    - [Quantum Registery QRAM](#quantumcomputing-qram) 
    - [Quantum Entanglement](#quantumcomputing-entanglement)
- [QUANTUM COMPUTING MACHINE LEARNING BRIDGE](#qcmlbridge)
    - [Complex Numbers](#qcmlbridge-complexNumbers)
    - [Tensors](#qcmlbridge-tensors)
    - [Tensors Network](#qcmlbridge-tensors-network)             
    - [Oracle](#qcmlbridge-oracle)
    - [Hadamard transform](#qcmlbridge-hadamard)
    - [Hilbert Space](#qcmlbridge-hilbert)
    - [eigenvalues and eigenvectors](#qcmlbridge-eigen)
    - [Schr¨odinger Operators](#qcmlbridge-schrodinger)
    - [Quantum lambda calculus](#qcmlbridge-lamda)
    - [Quantum Amplitute Phase](#qcmlbridge-amp-phase)
    - [Qubits Encode and Decode](#qcmlbridge-encode-decode)
    - [convert classical bit to qubit](#qcmlbridge-classical-qubit)
    - [Quantum Dirac and Kets](#qcmlbridge-dirac-ket)
    - [Quantum Complexity](#qcmlbridge-complexity)
    - [Arbitrary State Generation](#qcmlbridge-arbitarystategeneration)
- [QUANTUM ALGORITHMS](#quantumalgorithms)
    - [Quantum Fourier Transform](#quantumalgorithms-fourier)
    - [Variational-Quantum-Eigensolver](#quantumalgorithms-quantumeigensolver)
    - [Grovers Algorithm](#quantumalgorithms-grover)
    - [Shor's algorithm](#quantumalgorithms-shors)
    - [Hamiltonian Oracle Model](#quantumalgorithms-hamiltonian)
    - [Bernstein-Vazirani Algorithm](#quantumalgorithms-Bernsteinvazirani)
    - [Simon’s Algorithm](#quantumalgorithms-simons)
    - [Deutsch-Jozsa Algorithm](#quantumalgorithms-deutschjozsa)
    - [Gradient Descent](#quantumalgorithms-gradient-descent)                 
    - [Phase Estimation](#quantumalgorithms-phase-estimation)
    - [Haar Tansform](#quantumalgorithms-haar)
    - [Quantum Ridgelet Transform](#quantumalgorithms-ridgelet)
    - [Quantum NP Problem]

Excerpt of 76,841 characters

Read on GitHub

Top contributors1 shown

krishnakumarsekar
109

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

46/10046

Maintenance: 5%; How recently the default branch was pushed to
Releases: 25%; Recency and cadence of tagged releases
Community: 5%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 100%; README depth, plus a homepage and topics
Licensing: 100%; How freely the code can be adopted

What to know before adopting

No commits in over a year
No tagged releases
Usable in commercial products with attribution.

Details

Created: 9 years ago
Last push: 2 years ago
Last release: none
Release tag: —
Releases in the last year: 0
Default branch: master
Size: 10k KB
Owner type: User
Owner location: —
Discovered via: topic:tensorflow
First indexed: 13 days ago
Last synced: 12 days ago

krishnakumarsekar/awesome-quantum-machine-learning

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

46CC0-1.0HTML

View on GitHub

Stars: 3,632
Forks: 805
Watchers: 3,632
Open issues: 9
Contributors: 1

Star history, last 90 days+13 over 6 snapshots

2026-07-24 · 3,6192026-08-06 · 3,632

Star history, last 90 days
Date	Stars
2026-07-24	3619
2026-07-25	3619
2026-07-28	3619
2026-07-30	3619
2026-07-31	3626
2026-08-06	3632

Today

+6 stars today

This week

+13 stars this week

This month

— stars this month

Momentum

0.0

growth rate 0.36%/day

From the README

# Awesome Quantum Machine Learning [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)

A curated list of awesome quantum machine learning algorithms,study materials,libraries and software (by language).

[![Main Architecture](https://github.com/krishnakumarsekar/awesome-quantum-machine-learning/blob/master/Quantum%20Machine%20complete%20Architecture.png)](https://arxiv.org/pdf/1611.09347.pdf)

[![Quantum Kernel](https://github.com/krishnakumarsekar/awesome-quantum-machine-learning/blob/master/Qantum%20Kernel%20Structure.jpg)](https://www.dwavesys.com/tutorials/background-reading-series/quantum-computing-primer)

[![In Depth Physics Comparison](https://github.com/krishnakumarsekar/awesome-quantum-machine-learning/blob/master/CompareDifferentConcepts.jpg)](https://patents.google.com/patent/US20060091375)


## Table of Contents

<!-- MarkdownTOC depth=4 -->

- [INTRODUCTION](#introduction)
    - [Why Quantum Machine Learning?](#introduction-why-quantum-machine-learning)
- [BASICS](#basics)
    - [What is Quantum Mechanics?](#basics-what-quantum-mechanics)
    - [What is Quantum Computing?](#basics-what-quantum-computing)
    - [What is Topological Quantum Computing?](#basics-what-topological-quantum-computing)
    - [Quantum Computing vs Classical Computing](#basics-quantum-classical-vs) 
- [QUANTUM COMPUTING](#quantumcomputing)
    - [Atom Structure](#quantumcomputing-atom-structure)
    - [Photon wave](#quantumcomputing-photon-wave)
    - [Electron Fluctuation or spin](#quantumcomputing-elecfluctuation-spin)
    - [States](#quantumcomputing-states)
    - [SuperPosition](#quantumcomputing-superposition)
    - [SuperPosition specific for machine learning(Quantum Walks)](#quantumcomputing-superpostion-machinelearning)
    - [Classical Bit](#quantumcomputing-classicalbit)
    - [Quantum Bit or Qubit or Qbit](#quantumcomputing-qubit)
    - [Basic Gates in Quantum Computing](#quantumcomputing-basicgates)
    - [Quantum Diode](#quantumcomputing-diode)
    - [Quantum Transistor](#quantumcomputing-transistor)
    - [Quantum Processor](#quantumcomputing-processor)
    - [Quantum Registery QRAM](#quantumcomputing-qram) 
    - [Quantum Entanglement](#quantumcomputing-entanglement)
- [QUANTUM COMPUTING MACHINE LEARNING BRIDGE](#qcmlbridge)
    - [Complex Numbers](#qcmlbridge-complexNumbers)
    - [Tensors](#qcmlbridge-tensors)
    - [Tensors Network](#qcmlbridge-tensors-network)             
    - [Oracle](#qcmlbridge-oracle)
    - [Hadamard transform](#qcmlbridge-hadamard)
    - [Hilbert Space](#qcmlbridge-hilbert)
    - [eigenvalues and eigenvectors](#qcmlbridge-eigen)
    - [Schr¨odinger Operators](#qcmlbridge-schrodinger)
    - [Quantum lambda calculus](#qcmlbridge-lamda)
    - [Quantum Amplitute Phase](#qcmlbridge-amp-phase)
    - [Qubits Encode and Decode](#qcmlbridge-encode-decode)
    - [convert classical bit to qubit](#qcmlbridge-classical-qubit)
    - [Quantum Dirac and Kets](#qcmlbridge-dirac-ket)
    - [Quantum Complexity](#qcmlbridge-complexity)
    - [Arbitrary State Generation](#qcmlbridge-arbitarystategeneration)
- [QUANTUM ALGORITHMS](#quantumalgorithms)
    - [Quantum Fourier Transform](#quantumalgorithms-fourier)
    - [Variational-Quantum-Eigensolver](#quantumalgorithms-quantumeigensolver)
    - [Grovers Algorithm](#quantumalgorithms-grover)
    - [Shor's algorithm](#quantumalgorithms-shors)
    - [Hamiltonian Oracle Model](#quantumalgorithms-hamiltonian)
    - [Bernstein-Vazirani Algorithm](#quantumalgorithms-Bernsteinvazirani)
    - [Simon’s Algorithm](#quantumalgorithms-simons)
    - [Deutsch-Jozsa Algorithm](#quantumalgorithms-deutschjozsa)
    - [Gradient Descent](#quantumalgorithms-gradient-descent)                 
    - [Phase Estimation](#quantumalgorithms-phase-estimation)
    - [Haar Tansform](#quantumalgorithms-haar)
    - [Quantum Ridgelet Transform](#quantumalgorithms-ridgelet)
    - [Quantum NP Problem]

Excerpt of 76,841 characters

Read on GitHub

Top contributors1 shown

krishnakumarsekar
109

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

46/10046

Maintenance: 5%; How recently the default branch was pushed to
Releases: 25%; Recency and cadence of tagged releases
Community: 5%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 100%; README depth, plus a homepage and topics
Licensing: 100%; How freely the code can be adopted

What to know before adopting

No commits in over a year
No tagged releases
Usable in commercial products with attribution.

Details

Created: 9 years ago
Last push: 2 years ago
Last release: none
Release tag: —
Releases in the last year: 0
Default branch: master
Size: 10k KB
Owner type: User
Owner location: —
Discovered via: topic:tensorflow
First indexed: 13 days ago
Last synced: 12 days ago

Top AI Repos — open-source AI, indexed and scored

krishnakumarsekar/awesome-quantum-machine-learning

From the README

Top contributors1 shown

Quality score

What to know before adopting

Categories

Details

krishnakumarsekar/awesome-quantum-machine-learning

From the README

Top contributors1 shown

Quality score

What to know before adopting

Categories

Details

Top AI Repos — open-source AI, indexed and scored

Trend

From the README

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Quality score

What to know before adopting

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Trend

From the README

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Quality score

What to know before adopting

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