optiml package

Subpackages

• optiml.ml package
  • Subpackages
    • optiml.ml.neural_network package
      • Submodules
      • Module contents
    • optiml.ml.svm package
      • Submodules
      • Module contents
  • Submodules
    • optiml.ml.utils module
      • moving_average()
      • generate_linearly_separable_data()
      • generate_linearly_separable_overlap_data()
      • generate_nonlinearly_separable_data()
      • generate_nonlinearly_regression_data()
      • generate_centred_and_normalized_regression_data()
      • plot_svm_hyperplane()
      • plot_validation_curve()
      • plot_learning_curve()
      • plot_model_loss()
      • plot_model_accuracy()
  • Module contents
• optiml.opti package
  • Subpackages
    • optiml.opti.constrained package
      • Submodules
      • Module contents
    • optiml.opti.unconstrained package
      • Subpackages
      • Submodules
      • Module contents
  • Submodules
    • optiml.opti.utils module
      • cholesky_null_space()
      • solve_lagrangian_equality_constrained_quadratic()
      • generate_box_constrained_quadratic()
      • plot_surface_contour()
      • plot_trajectory_optimization()
      • plot_surface_trajectory_optimization()
  • Module contents
    • Optimizer
      • Optimizer.is_lagrangian_dual()
      • Optimizer.is_augmented_lagrangian_dual()
      • Optimizer.callback()
      • Optimizer.check_lagrangian_dual_optimality()
      • Optimizer.check_lagrangian_dual_conditions()
      • Optimizer.is_verbose()
      • Optimizer.minimize()
    • OptimizationFunction
      • OptimizationFunction.x_star()
      • OptimizationFunction.f_star()
      • OptimizationFunction.args()
      • OptimizationFunction.function()
      • OptimizationFunction.jacobian()
      • OptimizationFunction.function_jacobian()
      • OptimizationFunction.hessian()
    • Quadratic
      • Quadratic.x_star()
      • Quadratic.f_star()
      • Quadratic.function()
      • Quadratic.jacobian()
      • Quadratic.hessian()
      • Quadratic.args()
      • Quadratic.function_jacobian()

Module contents