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advanced
advanced
 
 
assets
assets
 
 
QAOA_LABS_circuit_generation.ipynb
QAOA_LABS_circuit_generation.ipynb
 
 
QAOA_LABS_optimization.ipynb
QAOA_LABS_optimization.ipynb
 
 
QAOA_SK_Expectation_vs_P.ipynb
QAOA_SK_Expectation_vs_P.ipynb
 
 
QAOA_iterative_interpolation_SK.ipynb
QAOA_iterative_interpolation_SK.ipynb
 
 
QAOA_max_k_xor_sat.ipynb
QAOA_max_k_xor_sat.ipynb
 
 
QAOA_objective_for_general_Hamiltonian.ipynb
QAOA_objective_for_general_Hamiltonian.ipynb
 
 
QAOA_portfolio_optimization.ipynb
QAOA_portfolio_optimization.ipynb
 
 
QOKit_general_simulation.ipynb
QOKit_general_simulation.ipynb
 
 
README.md
README.md
 
 
Warm_Start_QAOA_maxcut_example.ipynb
Warm_Start_QAOA_maxcut_example.ipynb
 
 
benchmark.ipynb
benchmark.ipynb
 
 

README.md

QOKit usage examples

Welcome to QOKit examples. We show how to use QOKit for two combinatorial problems as well as for a general problem. We also provide a couple of advanced usage examples.

  • QAOA_LABS_optimization.ipynb - Optimize parameters of QAOA for LABS problem, extrapolating from smaller known p as initial optimization guess.
  • QAOA_portfolio_optimization.ipynb - Optimize parameters of QAOA for financial portfolio optimization problem.
  • advanced folder gives hands-on examples for particular experimental purpose.
  • QOKit_general_simulation.ipynb - Example of using QOKit for arbitary QAOA problem of your preference and more details on simulation.
  • QAOA_max_k_xor_sat.ipynb - Demo of the max-k-XOR-SAT module: computing QAOA expectation values, loading precomputed optimal angles, and comparing backends.