optimization package

Submodules

• Solver Applications in Optimization and Network Modeling
• CustomLossFuntion
  • CustomLossFuntion.Kt
  • CustomLossFuntion.i
  • CustomLossFuntion.j
  • CustomLossFuntion.Bc
  • CustomLossFuntion.ic
  • CustomLossFuntion.jc
  • CustomLossFuntion.find
  • CustomLossFuntion.__init__()
  • CustomLossFuntion.call()
  • CustomLossFuntion.get_config()
• CustomSigmoidActivation
  • CustomSigmoidActivation.__call__()
  • CustomSigmoidActivation.__init__()
  • CustomSigmoidActivation.get_config()
• LearningRateReducer
  • LearningRateReducer.epoch_threshold
  • LearningRateReducer.__init__()
  • LearningRateReducer.on_epoch_begin()
• RestrictedDense
  • RestrictedDense.initializer
  • RestrictedDense.well
  • RestrictedDense.units
  • RestrictedDense.dense
  • RestrictedDense.__init__()
  • RestrictedDense.call()
  • RestrictedDense.get_config()
• TimeHistoryTest
  • TimeHistoryTest.prediction_times
  • TimeHistoryTest.on_predict_batch_begin()
  • TimeHistoryTest.on_predict_batch_end()
  • TimeHistoryTest.on_predict_begin()
• WellDense
  • WellDense.well
  • WellDense.__init__()
  • WellDense.call()
  • WellDense.get_config()
• bounded()
• create_custom_pres_layer()
• create_customized_dense_layer()
• dynamic_val()
• evaluate_balance()
• evaluate_balance_two()
• evaluate_cost()
• evaluate_weymouth()
• evaluate_weymouth_two()
• extract_data()
• extract_flows_from_model()
• flow_model()
• gen_w()
• identify_atypical_values()
• load_data()
• loss_val()
• mish()
• ng_case_evaluate()
• ng_evaluate_atip()
• plot_time()
• plots()
• split()
• swish()
• visualize_atipic()
• visualize_non_convergence()
• Solver Applications in Optimization and Network Modeling
• Evaluate
  • Evaluate.result_path
  • Evaluate.model_columns
  • Evaluate.solvers
  • Evaluate.signal_to_noise_levels
  • Evaluate.ModelEval()
  • Evaluate.__init__()
  • Evaluate.create_custom_model()
  • Evaluate.data_generate()
  • Evaluate.evaluate_solver()
  • Evaluate.history_plot()
  • Evaluate.plot()
• FlyEvaluate
  • FlyEvaluate.__init__()
  • FlyEvaluate.evaluate_solver()
  • FlyEvaluate.fly_data()
  • FlyEvaluate.generate()
  • FlyEvaluate.history_plot_loss()
  • FlyEvaluate.model_eval()
  • FlyEvaluate.model_op()
  • FlyEvaluate.parameters()
  • FlyEvaluate.plot_results()
• SoftmaxWeightConstraint
  • SoftmaxWeightConstraint.__call__()
  • SoftmaxWeightConstraint.__init__()
  • SoftmaxWeightConstraint.get_config()
• add_noise()
• minimize_l1_norm()
• probability_vector()
• random_matrix()