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quantum-computing-toolkit/README.md
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Resources for Quantum Computing Machine Learning

Introductory Concepts

Atom Structure

  • YOUTUBE - A nice animation video about the basic atom structure.

Photon Wave

  • YOUTUBE - A nice animation video about the basic photon.
  • YOUTUBE - A nice animation video about the basic photon.

Electron Fluctuation or spin

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

States

  • YOUTUBE - 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.

Classical Bits

Classical Bits

Qubit

  • YOUTUBE - A nice video about the Quantum Bits.
  • YOUTUBE - A nice video about the Bits and Qubits.

Basic Gates in Quantum Computing

  • YOUTUBE - A nice video about the Quantum Gates.

Quantum Diode

  • YOUTUBE - A nice video about the Quantum Diode.

Quantum Transistors

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

Quantum Processor

  • YOUTUBE - A nice video about quantum processor.

Quantum Registery QRAM

  • PDF - A paper explaining QRAM.

Complex Numbers

Tensors

Tensors Network

  • YOUTUBE - Tensors Network Some ideas specifically for quantum algorithms.

Quantum K-Means

  • PDF1 - Applying Quantum Kmeans on Images.

Quantum Fuzzy C-Means

  • PDF1 - QFuzzy theory.

Quantum Support Vector Machine

  • PDF1 - Nice paper explanation.
  • PDF2 - Nice Application of QSVM.

Quantum Genetic Algorithm

  • PDF1 - Very Beautiful Article. * PDF2 - Very Beautiful Article.

Quantum Hidden Morkov Models

  • PDF1 - Very Beautiful Article.

Quantum state classification with Bayesian methods

  • PDF1 - Very Beautiful Article.
  • PDF2 - Very Beautiful Article.

Quantum Ant Colony Optimization

  • PDF1 - - Very Beautiful Article.

Quantum Cellular Automata

  • PDF1 - Very Beautiful Article.
  • PDF2 - Very Beautiful Article.

Quantum perceptrons

  • PDF1 - Very Beautiful Article.
  • PDF2 - Very Beautiful Article.