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Built-in Algorithms

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Classiq Library

Getting Started
User Guide
Library
Qmod Reference
SDK Reference
Release Notes

Classiq

Classiq Library

Getting Started
Getting Started
- Registration and Installation
- The Classiq Tutorial
User Guide
User Guide
- Classiq studio
  Classiq studio
  - Getting started with Classiq Studio
  - Getting started with git
- Synthesis
  Synthesis
- Execution
  Execution
- Analysis
  Analysis
  - Automatic Registers Resolution
  - Data Analysis and Graphs
  - Quantum program visualization tool
    
    Quantum program visualization tool
    
    Basic version
    
    New version
- Read
  Read
  - Hamiltonian Simulation
  - Quantum Machine Learning with Classiq
- Practice
  Practice
  - QMOD workshop
    QMOD workshop
    
    Qmod Workshop - Part 1: Introduction
    
    Qmod Workshop - Part 2: Higher-Level Concepts
    
    The Qmod Workshop - Part 3: Execution Flows
  - Combinatorial qmod workshop for maxcut
  - Finance workshops
    Finance workshops
    
    Estimating European Option Price Using Amplitude Estimation - Workshop
    
    Quantum Optimization Training - part 3
    
    Quantum Optimization Training - part 2
  - Grover from functional building blocks
  - Modeling an HHL Algorithm to Solve a Set of Linear Equations
- Applications
  Applications
  - Chemistry
    
    Chemistry
    
    Molecule Problem Result
    
    Advanced usage
    
    Advanced usage
    
    Exact Solution
    
    Second Quantized Hamiltonian
    
    Solver Customization
    
    Ansatzes
    
    Ansatzes
    
    Hardware Efficient Ansatz
    
    Hamiltonian Variational Ansatz (HVA)
    
    Unitary Coupled Cluster (UCC) Ansatz
  - Finance
    
    Finance
    
    Financial Models
  - Optimization
    
    Optimization
    
    Problem Formulation
    
    Supported Modeling
  - Qml
    
    Qml
    
    Qnn
    
    Qnn
    
    A Full Example
    
    Datasets
    
    Quantum Layer
    
    Quantum Neural Networks (QNN)
Library
Library
- Algorithms
  Algorithms
- Applications
  Applications
  - Quantum Simulation-Based Optimization (QuSO) of a Cooling System
  - Benchmarking
    Benchmarking
    
    Quantum Volume
    
    Randomized Benchmarking
  - Chemistry
    Chemistry
    
    Classiq Chemistry Application
    
    Creating a Molecule's Potential Energy Curve
    
    Molecule Eigensolver (VQE Method)
    
    Protein Folding Algorithm
    
    Quantum Phase Estimation (QPE) for Solving Molecular Energies
    
    Second Quantized Hamiltonian
  - Cybersecurity
    Cybersecurity
    
    Vertex Cover Link Monitoring for IoT-Enabled Wireless Sensor Networks
    
    Cybersecurity Vertex Cover Patch Management Challenge for Tackling Kill Chains
    
    Whitebox fuzzing
  - Finance
    Finance
    
    Autocallable options
    Autocallable options
    
    Prepare partial exponential state
    
    Autocallables with Integration Amplitude Loading
    
    Quantum Kernels and Support Vector Machines
    
    Estimating European Option Price Using Amplitude Estimation
    
    Portfolio Optimization with the Quantum Approximate Optimization Algorithm (QAOA)
    
    Rainbow options
    Rainbow options
    
    Rainbow options with bruteforce methodology
    
    Rainbow options with Direct Amplitude Loading
    
    Rainbow options with Integration
  - Logistics
    Logistics
    
    Facility Location Problem (P-median)
    
    Workflow Scheduling Problem
    
    Travelling Salesman Problem
  - Optimization
    Optimization
    
    Electric Grid Optimization using QAOA
    
    Integer Linear Programming
    
    Kidney Exchange QAOA Example
    
    Max Clique Problem
    
    Max Independent Set
    
    Max Colorable Induced Subgraph Problem
    
    Max K-Vertex Cover
    
    Min Graph Coloring Problem
    
    Minimum Dominating Set (MDS) Problem
    
    Rectangles packing grid
    
    Set Cover Problem
    
    Number Partition Problem
  - Ising Model
- Functions
  Functions
  - Function usage examples
    Function usage examples
    
    Arithmetic
    Arithmetic
    
    Arithmetic Expressions
    
    Bitwise And
    
    Bitwise Invert
    
    Bitwise Or
    
    Bitwise Xor
    
    Comparators
    
    Minimum and Maximum
    
    Modular Exponentiation
    
    Modulo
    
    Multiplication
    
    Negation
    
    Subtraction
    
    Multi-Control-X
  - Qmod library reference
    Qmod library reference
    
    Classiq open library
    Classiq open library
    
    Grover Operator
    
    Hadamard Transform
    
    Linear Pauli Rotations
    
    Quantum Sine and Cosine Transforms
    
    Quantum Fourier Transform
    
    Quantum Phase Estimation
    
    QSVT
    
    Special state preparations
    Special state preparations
    
    Bell State Preparation
    
    Exponential State Preparation
    
    GHZ State Preparation
    
    Partial Uniform State Preparations
    
    Variational Data Encoding
    
    Qmod core library
    Qmod core library
    
    Hamiltonian evolution
    Hamiltonian evolution
    
    Exponentiation
    
    qDrift
    
    Suzuki Trotter
    
    State Preparation
    
    Standard Gates
    
    Unitary Function
- Tutorials
  Tutorials
  - Advanced tutorials
    Advanced tutorials
    
    Discrete Quantum Walks
    
    Designing Quantum Algorithms with Second Order Functions: A Flexible QPE
  - Basic tutorials
    Basic tutorials
    
    Quantum Entanglement with Classiq
    
    Exponentiation and Hamiltonian Simulation
    
    Hamiltonian simulation
    Hamiltonian simulation
    
    Hamiltonian Simulation
    
    Hamiltonian Simulation with Block-Encoding
    
    Optimizing MCX Gates, Preparing for Future Hardware Today
    
    Learning Optimization
    
    Walk-through: prepare_state
    
    Quantum Machine Learning with Classiq
    
    Quantum primitives
    Quantum primitives
    
    Hadamard Test
    
    Linear Combination of Unitaries (LCU)
    
    Phase Kickback
    
    The classiq tutorial
    The classiq tutorial
    
    Qmod Tutorial - Part 1
    
    Qmod Tutorial - Part 2
    
    Classiq Overview Tutorial
    
    Execution tutorial
    
    Execution Tutorial 2: Expectation Values and Parameterized Quantum Programs
    
    Synthesis Tutorial
  - Technology demonstrations
    Technology demonstrations
    
    Approximated State Preparation
    
    Arithmetic Expressions
    
    Auxiliary Reuse and Management
    
    Classiq paper
    Classiq paper
    
    Qsvt
    Qsvt
    
    Classiq code for QSVT example
    
    PennyLane code for QSVT example
    
    Qiskit code for QSVT example
    
    PyTket code for QSVT example
    
    Quantum walk
    Quantum walk
    
    Classiq code for discrete quantum walk
    
    PennyLane code for discrete quantum walk
    
    Qiskit code for discrete quantum walk
    
    PyTket code for discrete quantum walk
    
    Discrete Quantum Walk on a Circle
    
    Hamiltonian Evolution for a Water Molecule
    
    HW-aware Synthesis of MCX
    
    HHL for Solving \(A\vec{x}=\vec{b}\)
    
    Oracle generation for 3-SAT problems
    
    QAOA
    
    Qpe
    Qpe
    
    Quantum Phase Estimation on a Grover Operator
    
    Quantum Phase Estimation for a Matrix
  - Workshops
    Workshops
    
    QMOD workshop
    QMOD workshop
    
    Qmod Workshop - Part 1: Introduction
    
    Qmod Workshop - Part 2: Higher-Level Concepts
    
    The Qmod Workshop - Part 3: Execution Flows
    
    Combinatorial qmod workshop for maxcut
    
    Finance workshops
    Finance workshops
    
    Estimating European Option Price Using Amplitude Estimation - Workshop
    
    Quantum Optimization Training - part 3
    
    Quantum Optimization Training - part 2
    
    Grover from functional building blocks
    
    Modeling an HHL Algorithm to Solve a Set of Linear Equations
Qmod Reference
Qmod Reference
- Language reference
  Language reference
  - Quantum Functions
  - Quantum Entry Point
  - Quantum Types
  - Quantum Variables
  - Statements
    Statements
    
    Control
    
    Invert
    
    Power
    
    Within-apply
    
    Bind
    
    Classical Control Flow
    
    Numeric Assignment
    
    Amplitude-Encoding Assignment
    
    Phase
  - Operators
  - Classical Types
  - Uncomputation
  - Generative Descriptions
- Library reference
  Library reference
  - Core library functions
    Core library functions
    
    Hamiltonian evolution
    Hamiltonian evolution
    
    Exponentiation
    
    qDrift
    
    Suzuki Trotter
    
    State Preparation
    
    Standard Gates
    
    Unitary Function
  - Open library functions
    Open library functions
    
    Grover Operator
    
    Hadamard Transform
    
    Linear Pauli Rotations
    
    Quantum Sine and Cosine Transforms
    
    Quantum Fourier Transform
    
    Quantum Phase Estimation
    
    QSVT
    
    Special state preparations
    Special state preparations
    
    Bell State Preparation
    
    Exponential State Preparation
    
    GHZ State Preparation
    
    Partial Uniform State Preparations
    
    Variational Data Encoding
- Api reference
  Api reference
  - Functions
    Functions
    
    Core library
    Core library
    
    Allocation
    
    Arithmetic
    
    Exponentiation
    
    Mid Circuit Measurement
    
    Standard Gates
    
    Open library
    Open library
    
    Amplitude Amplification
    
    Amplitude Estimation
    
    Discrete Sine Cosine Transform
    
    Grover
    
    Hea
    
    Linear Combination of Unitaries
    
    Linear Pauli Rotation
    
    Modular Exponentiation
    
    Qaoa Penalty
    
    Qft Functions
    
    Qpe
    
    Qsvt
    
    State Preparation
    
    Swap Test
    
    Utility Functions
    
    Variational
  - Operations
  - Classical Types
  - Classical Functions
  - Symbolic Functions
SDK Reference
SDK Reference
- Modeling
- Synthesis
- Execution
- Providers
  Providers
  - AWS
  - Alice and Bob
  - Azure
  - Braket
  - Classiq
  - GCP
  - IBM
  - Ionq
  - OQC
- Applications
  Applications
  - IQAE
  - Chemistry
Release Notes
Release Notes
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Built-in Algorithms

The Classiq platform offers built-in algorithms covering multiple domains:

Optimization problems
Chemistry
Quantum machine learning
Finance

Modeling an HHL Algorithm to Solve a Set of Linear Equations

Ground State Solving

Classiq Technologies

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