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Cheatography

QuantumMachineLearning Cheat Sheet (DRAFT) by

Cheat Sheet for Quantum Computing basics and QML Algorithms

This is a draft cheat sheet. It is a work in progress and is not finished yet.

Quantum Bits

Basis Set with 1 qubit
{0, 1}
Basis Set with 2 Qubits
{00,01­,10,11}
Basis Set with 3 Qubits
{000,0­01,­010­,01­1,1­00,­101­,11­0,111}

Quantum Gates

Quantum Circuits

Quantum Circuits (copy)

 

Quantum Algorithms

Deutsc­h-Jozsa Algorithm
Bernst­ein­-Va­zirani Algorithm
determine a secret number stored inside a box
Simon's Algorithm
Quantum Fourier Transform
transforms comput­ational basis to the Fourier basis
Quantum Phase Estimation
uses phase kickback to write the phase
Shor's Algorithm
famous for factoring integers in polynomial time
Grover's Algorithm
Unstru­ctured Search
Telepo­rtation

PauliGates

 

Quantum Machine Learning

SVM
Clustering
Classi­fic­ation
QNN
Linear Models