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Fixstars Amplify SDK documentation
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🚀 Get Started

  • What is Amplify SDK?
  • Amplify SDK Features
  • Quickstart

🌱 Basic

  • 1. Amplify SDK Overview
  • 2. Creating Decision Variables
  • 3. Polynomials and Objective Functions
  • 4. Constructing Constraints
  • 5. Model Formulation
  • 6. Solver Client
  • 7. Solving a Combinatorial Optimization Problem

🌻 Advanced

  • Model Conversions
    • Variable Conversion and Degree Reduction
    • Constraints and Penalty Functions
    • Graph Embedding
  • Evaluation of Execution Results
  • Execution Time information
  • Client details
    • Fixstars Amplify
    • D-Wave Systems
    • TOSHIBA
    • Fujitsu
    • NEC
    • Hitachi
    • Dai Nippon Printing
    • Gurobi
  • Serial Solver Execution
  • Parallel Solver Execution
  • Objective Function with a Coefficient Matrix
  • Speedup Formulation
  • File input/output of the model

🧩 ️Examples

  • Subset Sum Problem
  • Traveling Salesperson Problem
  • Quadratic Assignment Problem

💡 Tips

  • Type Hint Support
  • Proxy Server Settings
  • Formatted Formula View
  • Migrating from Previous Versions
  • Formulation Benchmarks

📖 Reference

  • Changelog
  • API Reference
    • Algebra
      • Poly
      • PolyArray
      • Matrix
      • Variable
      • VariableGenerator
      • sum
      • einsum
      • dot
      • matmul
      • newaxis
      • VariableType
      • Dim
      • Dim0
      • Dim1
      • Dim2
      • Dim3
      • Dim4
    • Constraint
      • Constraint
      • ConstraintList
      • equal_to
      • one_hot
      • less_equal
      • greater_equal
      • clamp
      • domain_wall
      • PenaltyFormulation
    • Model
      • Model
      • IntegerEncodingMethod
      • RealEncodingMethod
      • QuadratizationMethod
    • Graph Embedding
      • Graph
      • embed
      • to_edges
      • EmbeddingMethod
    • Client
      • AmplifyClient
      • FixstarsClient
      • DWaveSamplerClient
      • DWaveClientParameters
      • LeapHybridSamplerClient
      • LeapHybridCQMSamplerClient
      • FujitsuDA4Client
      • FujitsuDA3cClient
      • ToshibaSQBM2Client
      • GurobiClient
      • NECVA2Client
      • DASClient
      • HitachiClient
      • AcceptableDegrees
      • Degree
    • Solve
      • Result
      • Values
      • solve
      • parallel_solve
    • Misc.
      • set_num_threads
      • load_lp
      • save_lp
      • load_qplib
      • save_qplib
      • set_seed
      • __version__
    • Deprecated
      • BinaryPoly
      • IsingPoly
      • BinaryPolyArray
      • IsingPolyArray
      • BinarySymbolGenerator
      • IsingSymbolGenerator
      • IsingSymbolGenerator
      • BinaryMatrix
      • IsingMatrix
      • QuadraticModel
      • BinaryQuadraticModel
      • IsingQuadraticModel
      • Solver
      • SolverResult
      • SolverSolution
      • SymbolGenerator
      • sum_poly
      • decode_solution
      • penalty
      • InequalityFormulation
  • Index
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Client¶

Client classes and functions¶

Clients¶

amplify.AmplifyClient

Base class of all clients in the Amplify SDK

amplify.FixstarsClient

amplify.DWaveSamplerClient

amplify.DWaveClientParameters

amplify.LeapHybridSamplerClient

amplify.LeapHybridCQMSamplerClient

amplify.FujitsuDA4Client

amplify.FujitsuDA3cClient

amplify.ToshibaSQBM2Client

amplify.GurobiClient

amplify.NECVA2Client

amplify.DASClient

amplify.HitachiClient

Class¶

amplify.AcceptableDegrees

Enum¶

amplify.Degree

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AmplifyClient
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EmbeddingMethod
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  • Client
    • Client classes and functions
      • Clients
      • Class
      • Enum