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Classiq
Classiq Library
Community
Platform
Getting Started
Getting Started
Registration and Installation
The Onboarding Tutorial
The Onboarding Tutorial
Overview Tutorial
Qmod Tutorial - Part 1
Qmod Tutorial - Part 2
Synthesis Tutorial
Execution Tutorial - Part 1
Execution Tutorial - Part 2
User Guide
User Guide
Modeling
Modeling
Quantum Numbers and Arithmetics
Synthesis
Synthesis
Quantum Program Constraints
Getting Started with Quantum Program Synthesis
Hardware-Aware Synthesis
Synthesis Preferences
Quantum Program Transpilation
Execution
Execution
Execution Session
Cost Estimation
Cloud Providers
Cloud Providers
Execution on Alice and Bob Quantum Cloud
Amazon backends
Execution on Azure Quantum Cloud
C12
Classiq backends
Google backends
Ibm backends
Intel backends
Execution on IonQ Quantum Cloud
State Vector Filtering
Budget Management
Execution Primitives
CUDA-Q Integration
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
Syndrome extraction optimization
Syndrome extraction optimization
README
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
Linear Combination of Hamiltonian Simulation (LCHS)
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
Quantum Drude Oscillator
Continuous-Time Quantum Walk in Photosynthetic Energy Transfer
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
One-Dimensional Fermi-Hubbard Model
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
Rainbow options workshop with the bruteforce methodology
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
QSVM
Chemistry
CUDA-Q
Support
Release Notes
Release Notes
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Table of contents
Upgrade Instructions
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Table of contents
Upgrade Instructions
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Released on 2026-04-23.
Upgrade Instructions
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