quantum-computing-toolkit/README.md

Resources for Quantum Computing Machine Learning

Introductory Concepts

Atom Structure

• A nice animation video about the basic atom structure.

Photon Wave

• A nice animation video about the basic atom structure
• A nice animation video about the basic photon.

Electron Fluctuation or spin

• A nice animation video about the basic Electron Spin.
• A nice animation video about the basic Electron Spin.
• A nice animation video about the basic Electron Spin.

States

• A nice animation video about the Quantum States.

SuperPosition

• YOUTUBE - A nice animation video about the Quantum Superposition.

SuperPosition specific for machine learning (Quantum Walks)

• YOUTUBE - A nice video about the Quantum Walks.

Qubit

• A nice video about the Quantum Bits.
• A nice video about the Quantum Bits.

Basic Gates in Quantum Computing

• A nice video about the Quantum Gates.

Quantum Diode

• A nice video about the Quantum Diode.

Quantum Transistors

• Discussion about the Quantum Transistor.
• A nice video about quantum transistor.

Quantum Processor

• A nice video about quantum processor.

Quantum Registery QRAM

• A paper explaining QRAM.

Complex Numbers

• Series of explanation.

Tensors

• Series of explanation.
• Quantum tensors basics.

Tensors Network

• Tensors Network Some ideas specifically for quantum algorithms.

Quantum K-Means

• Applying Quantum Kmeans on Images.

Quantum Fuzzy C-Means

• QFuzzy theory.

Quantum Support Vector Machine

• Nice paper explanation.
• Nice Application of QSVM.

Quantum Genetic Algorithm

• Very Beautiful Article.
• Very Beautiful Article.

Quantum Hidden Morkov Models

• Very Beautiful Article.

Quantum state classification with Bayesian methods

• Very Beautiful Article.
• Very Beautiful Article.

Quantum Ant Colony Optimization

• Very Beautiful Article.

Quantum Cellular Automata

• Very Beautiful Article.
• Very Beautiful Article.

Quantum perceptrons

• Very Beautiful Article.
• Very Beautiful Article.