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SM-SPSA

  • algorithm_functions.py
    • algorithm_functions.generate_centred_mass_initial_matrix
    • algorithm_functions.hyperlink_cost_function
    • algorithm_functions.calculate_objective_value
    • algorithm_functions.stationary_distribution
    • algorithm_functions.inverse_logistic_transformation_matrix
    • algorithm_functions.logistic_transformation
    • algorithm_functions.normalisation
    • algorithm_functions.scale_matrix
    • algorithm_functions.logistic_simplex_transformation
  • generate_data_instances_set.py
  • input_output_functions.py
    • input_output_functions.print_parameters
    • input_output_functions.save_input_parameters
    • input_output_functions.check_input_parameters
    • input_output_functions.check_input_run_multiple_instances
    • input_output_functions.save_and_plot_results_memory_optimised
    • input_output_functions.save_and_plot_results
    • input_output_functions.check_stochasticity_input_matrix
    • input_output_functions.check_final_output
  • main.py
  • matrix_algorithms.py
    • matrix_algorithms.run_matrix_algorithm
    • matrix_algorithms.run_matrix_algorithm_improved_memory
  • matrix_SPSA_algorithm.py
    • matrix_SPSA_algorithm.calculate_numerator_SPSA
    • matrix_SPSA_algorithm.SPSA_gradient
  • plot_functions.py
    • plot_functions.plot_objective
    • plot_functions.plot_stat_dist
    • plot_functions.plot_matrix
    • plot_functions.plot_network
  • run_algorithm.py
    • run_algorithm.select_algorithm_run_type
    • run_algorithm.run_one_instance
    • run_algorithm.run_multiple_instances
  • API reference

API reference#

The API reference of all scripts and methods can be found here.

SM-SPSA

  • algorithm_functions.py
  • generate_data_instances_set.py
  • input_output_functions.py
  • main.py
  • matrix_algorithms.py
  • matrix_SPSA_algorithm.py
  • plot_functions.py
  • run_algorithm.py

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