Everything concerning network and network architecture.

network

• acsd_analyzer
  • ACSDAnalyzer
• descriptor_scoring_optimizer
  • DescriptorScoringOptimizer
    • DescriptorScoringOptimizer.best_score
    • DescriptorScoringOptimizer.best_trial_index
    • DescriptorScoringOptimizer.add_hyperparameter()
    • DescriptorScoringOptimizer.add_snapshot()
    • DescriptorScoringOptimizer.perform_study()
    • DescriptorScoringOptimizer.set_optimal_parameters()
• hyper_opt
  • HyperOpt
    • HyperOpt.params
    • HyperOpt.add_hyperparameter()
    • HyperOpt.checkpoint_exists()
    • HyperOpt.clear_hyperparameters()
    • HyperOpt.perform_study()
    • HyperOpt.set_optimal_parameters()
    • HyperOpt.set_parameters()
• hyper_opt_naswot
  • HyperOptNASWOT
    • HyperOptNASWOT.perform_study()
    • HyperOptNASWOT.set_optimal_parameters()
    • HyperOptNASWOT.best_trial
    • HyperOptNASWOT.best_trial_index
• hyper_opt_oat
  • HyperOptOAT
    • HyperOptOAT.add_hyperparameter()
    • HyperOptOAT.load_from_file()
    • HyperOptOAT.perform_study()
    • HyperOptOAT.resume_checkpoint()
    • HyperOptOAT.set_optimal_parameters()
    • HyperOptOAT.show_order_of_importance()
    • HyperOptOAT.best_trial_index
• hyper_opt_optuna
  • HyperOptOptuna
    • HyperOptOptuna.params
    • HyperOptOptuna.objective
    • HyperOptOptuna.study
    • HyperOptOptuna.get_trials_from_study()
    • HyperOptOptuna.load_from_file()
    • HyperOptOptuna.perform_study()
    • HyperOptOptuna.requeue_zombie_trials()
    • HyperOptOptuna.resume_checkpoint()
    • HyperOptOptuna.set_optimal_parameters()
• hyperparameter
  • Hyperparameter
    • Hyperparameter.opttype
    • Hyperparameter.name
    • Hyperparameter.low
    • Hyperparameter.high
    • Hyperparameter.choices
• hyperparameter_descriptor_scoring
  • HyperparameterDescriptorScoring
• hyperparameter_naswot
  • HyperparameterNASWOT
• hyperparameter_oat
  • HyperparameterOAT
    • HyperparameterOAT.get_categorical()
    • HyperparameterOAT.get_parameter()
    • HyperparameterOAT.num_choices
• hyperparameter_optuna
  • HyperparameterOptuna
    • HyperparameterOptuna.get_categorical()
    • HyperparameterOptuna.get_float()
    • HyperparameterOptuna.get_int()
    • HyperparameterOptuna.get_parameter()
• multi_training_pruner
  • MultiTrainingPruner
    • MultiTrainingPruner.prune()
• mutual_information_analyzer
  • MutualInformationAnalyzer
• naswot_pruner
  • NASWOTPruner
    • NASWOTPruner.prune()
• network
  • FeedForwardNet
    • FeedForwardNet.forward()
  • GRU
    • GRU.forward()
    • GRU.init_hidden()
  • LSTM
    • LSTM.forward()
    • LSTM.init_hidden()
  • Network
    • Network.loss_func
    • Network.mini_batch_size
    • Network.number_of_layers
    • Network.params
    • Network.use_ddp
    • Network.calculate_loss()
    • Network.do_prediction()
    • Network.forward()
    • Network.load_from_file()
    • Network.save_network()
  • PositionalEncoding
    • PositionalEncoding.forward()
  • TransformerNet
    • TransformerNet.forward()
    • TransformerNet.generate_square_subsequent_mask()
    • TransformerNet.init_weights()
• objective_base
  • ObjectiveBase
    • ObjectiveBase.parse_trial()
    • ObjectiveBase.parse_trial_oat()
    • ObjectiveBase.parse_trial_optuna()
• objective_naswot
  • ObjectiveNASWOT
• predictor
  • Predictor
    • Predictor.target_calculator
    • Predictor.predict_for_atoms()
    • Predictor.predict_from_qeout()
• runner
  • Runner
    • Runner.parameters
    • Runner.parameters_full
    • Runner.network
    • Runner.data
    • Runner.load_run()
    • Runner.run_exists()
    • Runner.save_run()
• tester
  • Tester
    • Tester.target_calculator
    • Tester.observables_to_test
    • Tester.output_format
    • Tester.get_energy_targets_and_predictions()
    • Tester.predict_targets()
    • Tester.test_all_snapshots()
    • Tester.test_snapshot()
• trainer
  • Trainer
    • Trainer.final_validation_loss
    • Trainer.network
    • Trainer.full_logging_path
    • Trainer.load_run()
    • Trainer.run_exists()
    • Trainer.train_network()