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Classiq Library

Getting Started
User Guide
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Qmod Reference
SDK Reference
Support
Release Notes

Classiq

Classiq Library

Getting Started
Getting Started
- Registration and Installation
- The Onboarding Tutorial
  The Onboarding Tutorial
User Guide
User Guide
- Modeling
  Modeling
  - Quantum Numbers and Arithmetics
- Synthesis
  Synthesis
- Execution
  Execution
- Analysis
  Analysis
  - Visualization of Quantum Programs
  - Data Analysis and Graphs
- Studio
  Studio
  - Getting started with Studio
  - Getting started with git
- Use AI with Classiq
- Applications
  Applications
  - Optimization
    
    Optimization
    
    Problem Formulation
    
    Supported Modeling
  - Qml
    
    Qml
    
    Qnn
    
    Qnn
    
    A Full Example
    
    Datasets
    
    Quantum Layer
    
    Quantum Neural Networks (QNN)
Library
Library
- Algorithms
  Algorithms
  - Amplitude amplification and estimation
    Amplitude amplification and estimation
    
    Amplitude Amplification and Estimation
    
    Oblivious Amplitude Amplification
    
    Quantum Monte Carlo Integration (QMCI)
    
    Using QSVT for Fixed-point Amplitude Amplification
    
    Quantum Counting Using the Iterative Quantum Amplitude Estimation Algorithm
  - Foundational
    Foundational
    
    Foundational
    
    Bernstein-Vazirani Algorithm
    
    Deutsch-Jozsa Algorithm
    
    Quantum Teleportation Algorithm (Protocol)
    
    Simon's Algorithm
  - Hamiltonian simulation
    Hamiltonian simulation
    
    Hamiltonian Simulation
    
    Hamiltonian Simulation
    
    Hamiltonian Simulation with Quantum Signal Processing and Qubitization
  - Number theory and cryptography
    Number theory and cryptography
    
    Number Theory and Cryptography
    
    Discrete Logarithm
    
    Solving Elliptic Curve Discrete Logarithm Problem with Shor's Algorithm
    
    Hidden-Shift Problem for Bent Functions
    
    Shor's Factoring Algorithm
  - Qml
    Qml
    
    QML
    
    Hybrid Classical-Quantum Neural Network
    
    Quantum Generative Adversarial Networks (QGANs)
    
    Quantum Support Vector Machines (QSVM)
    
    Quantum Autoencoder
  - Quantum differential equations solvers
    Quantum differential equations solvers
    
    Quantum Differential Equation Solvers
    
    Quantum Algorithm for Solving the Poisson Equation
    
    Time Marching Based Quantum Solvers for Time-dependent Linear Differential Equations
  - Quantum linear solvers
    Quantum linear solvers
    
    Quantum Linear Solvers
    
    Solving the Quantum Linear Systems Problem (QLSP) using AQC
    
    HHL Algorithm
    
    Matrix Inversion with Quantum Singular Value Transform (QSVT)
    
    Variational Quantum Linear Solver (VQLS) with Linear Combination of Unitaries (LCU) Block Encoding
  - Quantum phase estimation
    Quantum phase estimation
    
    Quantum Phase Estimation (QPE)
    
    Quantum Phase Estimation for Solving Matrix Eigenvalues
    
    Qubitization based Quantum Phase Estimation (QPE) for Solving Molecular Energies
  - Quantum primitives
    Quantum primitives
    
    Quantum Primitives
    
    Generalized Quantum Signal Processing (GQSP)
    
    Hadamard Test
    
    Swap Test Algorithm
  - Quantum state preparation
    Quantum state preparation
    
    Quantum State Preparation
    
    ADAPT VQE
    
    Quantum Thermal State Preparation Algorithm Implementation
  - Glued Trees Algorithm
  - Search and optimization
    Search and optimization
    
    Search and Optimization
    
    Decoded Quantum Interferometry Algorithm
    
    Grover's Search Algorithm
    
    Grover Mixers for QAOA
    
    Quantum Approximate Optimization Algorithm
- Applications
  Applications
  - Quantum Simulation-Based Optimization (QuSO) of a Cooling System
  - Benchmarking
    Benchmarking
    
    Quantum Volume
    
    Randomized Benchmarking
  - Cfd
    Cfd
    
    Quantum Double Slit Experiment
    
    Quantum Algorithm for Solving The 1D Heat Equation
    
    Quantum Lattice Boltzmann Method
    
    Qls for hybrid solvers
    
    Qls for hybrid solvers
    
    Chebyshev approximation of the inverse function
    
    Quantum linear solver with LCU of Chebyshev polynomials
    
    Quantum linear solver based on QSVT
    
    Block Encoding Verification
  - Chemistry
    Chemistry
    
    Classiq Chemistry Application
    
    Creating a Molecule's Potential Energy Curve
    
    Molecule Eigensolver (VQE Method)
    
    Protein folding
    Protein folding
    
    Protein Folding Algorithm
    
    QFold: Quantum Walks and Deep Learning to Solve Protein Folding
    
    Quantum Phase Estimation (QPE) for Solving Molecular Energies
    
    Second Quantized Hamiltonian
    
    Even more efficient quantum computations of chemistry through tensor hypercontraction
  - Cybersecurity
    Cybersecurity
    
    Vertex Cover Link Monitoring for IoT-Enabled Wireless Sensor Networks
    
    Cybersecurity Vertex Cover Patch Management Challenge for Tackling Kill Chains
    
    Using Quantum Computers to Boost Whitebox Fuzzing
  - Finance
    Finance
    
    Autocallable options
    Autocallable options
    
    Prepare Partial Exponential State
    
    Autocallables with Integration Amplitude Loading
    
    Stochastic Modeling of Brownian Motion
    
    Quantum Kernels and Support Vector Machines
    
    Portfolio Optimization with Hybrid HHL Algorithm
    
    Estimating European Option Price Using Amplitude Estimation
    
    Portfolio Optimization with the Quantum Approximate Optimization Algorithm (QAOA)
    
    Quantum computational finance: quantum algorithm for portfolio optimization
    
    Rainbow options
    Rainbow options
    
    Rainbow Options with Brute-force Methodology
    
    Rainbow Options with Direct Amplitude Loading
    
    Rainbow Options with Integration
    
    Value at Risk
  - Quantum Hadamard Edge Detection for Image Processing
  - Logistics
    Logistics
    
    Facility Location Problem (P-median)
    
    Workflow Scheduling Problem
    
    Travelling Salesman Problem
    
    Vehicle Routing Problem (VRP)
  - Optimization
    Optimization
    
    ADAPT QAOA
    
    Electric grid optimization
    
    Integer Linear Programming
    
    Kidney Exchange QAOA Example
    
    Evidence of Scaling Advantage for the QAOA Algorithm on a Classically Intractable Problem
    
    Max Clique Problem
    
    Max Independent Set
    
    Max Colorable Induced Subgraph Problem
    
    Max K-Vertex Cover
    
    Min Graph Coloring Problem
    
    Minimum Dominating Set (MDS) Problem
    
    Hybrid Classical-Quantum Simulation of MaxCut using QAOA-in-QAOA
    
    Rectangles packing grid
    
    Quantum computation for robot posture optimization
    
    Set Cover Problem
    
    Number Partition Problem
    
    Variational Quantum Imaginary Time Evolution (VarQITE) for Combinatorial Problems
  - Physical systems
    Physical systems
    
    Solve Differential Equations of the Lanchester Model with HHL
    
    Ising Model
    
    The Quantum Sawtooth Map
  - Vlasov ampere
    Vlasov ampere
    
    Quantum Simulation of Linear Kinetic Plasma Models
    
    Vlasov ampere qiskit
  - Telecom
    Telecom
    
    🎯 Network Traffic Optimization with QAOA
    
    Radio Access Network
    
    Resiliency planning
    Resiliency planning
    
    Quantum-Based Resiliency Planning
    
    Quantum-Based Resiliency Planning
- 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
    
    Exact Amplitude Amplification
    
    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
    
    qDrift
    
    Suzuki Trotter
    
    State Preparation
    
    Standard Gates
    
    Unitary Function
- Tutorials
  Tutorials
  - Advanced tutorials
    Advanced tutorials
    
    Discrete Quantum Walks
    
    Quantum walks on one and two dimentional lattice
    
    Designing Quantum Algorithms with Second Order Functions: A Flexible QPE
  - Basic tutorials
    Basic tutorials
    
    Quantum Entanglement with Classiq
    
    Exponentiation and Hamiltonian Simulation
    
    Grover Algorithm for Graph Coloring Problem
    
    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)
    
    Quantum walk on complex network
    
    The classiq tutorial
    The classiq tutorial
    
    Qmod Tutorial - Part 1
    
    Qmod Tutorial - Part 2
    
    Classiq Overview Tutorial
    
    Execution Tutorial - Part 1
    
    Execution Tutorial - Part 2
    
    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
    
    algo design QCE tutorial
    algo design QCE tutorial
    
    High-level Algorithm Design with Qmod
    
    High-level Algorithm Design with Qmod
    
    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
    
    Quantum Oracles Workshop
Qmod Reference
Qmod Reference
- Language reference
  Language reference
  - Quantum Functions
  - Quantum Entry Point
  - Quantum Types
  - Quantum Variables
  - Expressions
  - Statements
    Statements
    
    Control
    
    Invert
    
    Power
    
    Within-apply
    
    Bind
    
    Classical Control Flow
    
    Assignment
    
    Phase
    
    Skip Control
  - Operators
  - Classical Types
  - Classical Variables
  - Uncomputation
  - Generative Descriptions
  - Mid-Circuit Measurement
- Library reference
  Library reference
  - Core library functions
    Core library functions
    
    Hamiltonian evolution
    Hamiltonian evolution
    
    qDrift
    
    Suzuki Trotter
    
    State Preparation
    
    Standard Gates
    
    Unitary Function
  - Open library functions
    Open library functions
    
    Exact Amplitude Amplification
    
    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
SDK Reference
SDK Reference
- Qmod
  Qmod
  - Functions
    Functions
    
    Core library
    Core library
    
    Allocation
    
    Arithmetic
    
    Exponentiation
    
    Gray Code
    
    Mid Circuit Measurement
    
    Standard Gates
    
    Open library
    Open library
    
    Amplitude Amplification
    
    Amplitude Estimation
    
    Amplitude Loading
    
    Bit Operations
    
    Discrete Sine Cosine Transform
    
    Encodings
    
    Grover
    
    Hea
    
    Linear Combination of Unitaries
    
    Linear Pauli Rotation
    
    Modular Arithmetics
    
    Qaoa Penalty
    
    Qft Functions
    
    Qpe
    
    Qsvt
    
    State Preparation
    
    Swap Test
    
    Utility Functions
    
    Variational
  - Operations
  - Classical Types
  - Symbolic Functions
- Synthesis
- Execution
- Providers
  Providers
  - AWS
  - Alice and Bob
  - Azure
  - Braket
  - C12
  - Classiq
  - GCP
  - IBM
  - Ionq
  - OQC
- Applications
  Applications
  - IQAE
  - QSP
  - Chemistry
- CUDA-Q
Support
Release Notes
Release Notes
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  Table of contents
  - Upgrade Instructions
  - Enhancements
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Table of contents

Upgrade Instructions
Enhancements

1 4 0

Released on 2026-03-02.

Upgrade Instructions

Python SDK
The IDE upgrades automatically.

Enhancements

Updated the Classiq Platform home page.

Classiq Technologies

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