mod_feature_map
Lines: 244 |
Visibility: private
This module provides an abstract parent type for all feature maps.
author: Nikolas Lausch, Marco Eckhoff
@ modified by Yeliz Gurdal for efield
Dependencies
Uses
module~~mod_feature_map~~UsesGraph
module~mod_feature_map
mod_feature_map
module~mod_cutoff_function
mod_cutoff_function
module~mod_feature_map->module~mod_cutoff_function
module~mod_feature_map_neighborlist
mod_feature_map_neighborlist
module~mod_feature_map->module~mod_feature_map_neighborlist
module~mod_hash
mod_hash
module~mod_feature_map->module~mod_hash
module~mod_io
mod_io
module~mod_feature_map->module~mod_io
module~mod_precision
mod_precision
module~mod_feature_map->module~mod_precision
module~mod_sanitize
mod_sanitize
module~mod_feature_map->module~mod_sanitize
module~mod_structures
mod_structures
module~mod_feature_map->module~mod_structures
module~mod_throw
mod_throw
module~mod_feature_map->module~mod_throw
module~mod_cutoff_function->module~mod_io
module~mod_cutoff_function->module~mod_precision
module~mod_cutoff_function->module~mod_throw
module~mod_abstract_cutoff_function
mod_abstract_cutoff_function
module~mod_cutoff_function->module~mod_abstract_cutoff_function
module~mod_cutoff_function_cosine
mod_cutoff_function_cosine
module~mod_cutoff_function->module~mod_cutoff_function_cosine
module~mod_cutoff_function_hard
mod_cutoff_function_hard
module~mod_cutoff_function->module~mod_cutoff_function_hard
module~mod_cutoff_function_hypertangent
mod_cutoff_function_hypertangent
module~mod_cutoff_function->module~mod_cutoff_function_hypertangent
module~mod_cutoff_function_hypertangent_approx
mod_cutoff_function_hypertangent_approx
module~mod_cutoff_function->module~mod_cutoff_function_hypertangent_approx
module~mod_cutoff_function_null
mod_cutoff_function_null
module~mod_cutoff_function->module~mod_cutoff_function_null
module~mod_cutoff_function_polynomial
mod_cutoff_function_polynomial
module~mod_cutoff_function->module~mod_cutoff_function_polynomial
module~mod_cutoff_function_vdw
mod_cutoff_function_vdw
module~mod_cutoff_function->module~mod_cutoff_function_vdw
module~mod_feature_map_neighborlist->module~mod_io
module~mod_feature_map_neighborlist->module~mod_precision
module~mod_feature_map_neighborlist->module~mod_structures
module~mod_feature_map_neighborlist->module~mod_throw
module~mod_feature_map_neighborlist->module~mod_abstract_cutoff_function
module~mod_constants
mod_constants
module~mod_feature_map_neighborlist->module~mod_constants
module~mod_mpi
mod_mpi
module~mod_feature_map_neighborlist->module~mod_mpi
module~mod_neighborlist
mod_neighborlist
module~mod_feature_map_neighborlist->module~mod_neighborlist
module~mod_timer
mod_timer
module~mod_feature_map_neighborlist->module~mod_timer
module~mod_hash->module~mod_io
module~mod_hash->module~mod_precision
module~mod_periodic_table
mod_periodic_table
module~mod_hash->module~mod_periodic_table
module~mod_io->module~mod_precision
iso_fortran_env
iso_fortran_env
module~mod_io->iso_fortran_env
module~mod_optional_args
mod_optional_args
module~mod_io->module~mod_optional_args
iso_c_binding
iso_c_binding
module~mod_precision->iso_c_binding
module~mod_precision->iso_fortran_env
module~mod_sanitize->module~mod_throw
module~mod_structures->module~mod_precision
module~mod_structures->module~mod_throw
module~mod_array_helpers
mod_array_helpers
module~mod_structures->module~mod_array_helpers
module~mod_structures->module~mod_constants
module~mod_linalg
mod_linalg
module~mod_structures->module~mod_linalg
module~mod_structures->module~mod_mpi
module~mod_structures->module~mod_periodic_table
module~mod_structures_helper
mod_structures_helper
module~mod_structures->module~mod_structures_helper
module~mod_throw->module~mod_io
module~mod_throw->module~mod_precision
module~mod_throw->iso_c_binding
module~mod_throw->iso_fortran_env
module~mod_throw->module~mod_mpi
module~mod_sort
mod_sort
module~mod_throw->module~mod_sort
module~mod_abstract_cutoff_function->module~mod_precision
module~mod_array_helpers->module~mod_precision
module~mod_array_helpers->module~mod_throw
module~mod_constants->module~mod_precision
module~mod_constants->iso_c_binding
module~mod_cutoff_function_cosine->module~mod_precision
module~mod_cutoff_function_cosine->module~mod_abstract_cutoff_function
module~mod_cutoff_function_cosine->module~mod_constants
module~mod_cutoff_function_hard->module~mod_precision
module~mod_cutoff_function_hard->module~mod_abstract_cutoff_function
module~mod_cutoff_function_hypertangent->module~mod_precision
module~mod_cutoff_function_hypertangent->module~mod_abstract_cutoff_function
module~mod_cutoff_function_hypertangent_approx->module~mod_precision
module~mod_cutoff_function_hypertangent_approx->module~mod_abstract_cutoff_function
module~mod_cutoff_function_null->module~mod_precision
module~mod_cutoff_function_null->module~mod_throw
module~mod_cutoff_function_null->module~mod_abstract_cutoff_function
module~mod_cutoff_function_polynomial->module~mod_precision
module~mod_cutoff_function_polynomial->module~mod_abstract_cutoff_function
module~mod_fastmath
mod_fastmath
module~mod_cutoff_function_polynomial->module~mod_fastmath
module~mod_cutoff_function_vdw->module~mod_precision
module~mod_cutoff_function_vdw->module~mod_abstract_cutoff_function
module~mod_linalg->module~mod_precision
module~mod_linalg->module~mod_throw
module~cublas_wrapper
cublas_wrapper
module~mod_linalg->module~cublas_wrapper
module~mod_settings
mod_settings
module~mod_linalg->module~mod_settings
module~mod_mpi->module~mod_precision
mpi_f08
mpi_f08
module~mod_mpi->mpi_f08
module~mod_neighborlist->module~mod_io
module~mod_neighborlist->module~mod_precision
module~mod_neighborlist->module~mod_structures
module~mod_neighborlist->module~mod_throw
module~mod_neighborlist->module~mod_mpi
module~mod_dynamic_double_array
mod_dynamic_double_array
module~mod_neighborlist->module~mod_dynamic_double_array
module~mod_dynamic_int_array
mod_dynamic_int_array
module~mod_neighborlist->module~mod_dynamic_int_array
module~mod_neighbor_grid
mod_neighbor_grid
module~mod_neighborlist->module~mod_neighbor_grid
module~mod_neighborlist_helper
mod_neighborlist_helper
module~mod_neighborlist->module~mod_neighborlist_helper
module~mod_neighborlist->module~mod_settings
module~mod_periodic_table->module~mod_io
module~mod_periodic_table->module~mod_precision
module~mod_periodic_table->module~mod_throw
module~mod_periodic_table->module~mod_array_helpers
module~mod_periodic_table->module~mod_constants
module~mod_sort->module~mod_precision
module~mod_structures_helper->module~mod_precision
module~mod_structures_helper->module~mod_linalg
module~mod_timer->module~mod_io
module~mod_timer->module~mod_precision
module~mod_timer->module~mod_throw
module~mod_timer->module~mod_optional_args
ieee_arithmetic
ieee_arithmetic
module~mod_timer->ieee_arithmetic
module~cublas_wrapper->iso_c_binding
module~cublas_wrapper->module~mod_settings
module~mod_dynamic_double_array->module~mod_precision
module~mod_dynamic_double_array->module~mod_throw
module~mod_fastmath->module~mod_precision
module~mod_neighbor_grid->module~mod_precision
module~mod_neighbor_grid->module~mod_mpi
module~mod_neighbor_grid->module~mod_structures_helper
module~mod_neighbor_grid->module~mod_dynamic_int_array
module~mod_neighbor_grid->module~mod_neighborlist_helper
module~mod_neighborlist_helper->module~mod_precision
module~mod_neighborlist_helper->module~mod_linalg
module~mod_neighborlist_helper->module~mod_mpi
module~mod_settings->module~mod_io
module~mod_settings->module~mod_precision
module~mod_settings->module~mod_throw
module~mod_settings->module~mod_constants
module~mod_settings->module~mod_periodic_table
module~mod_cpu_vendor
mod_cpu_vendor
module~mod_settings->module~mod_cpu_vendor
module~mod_cpu_vendor->iso_c_binding
Nodes of different colours represent the following:
Graph Key
Module
Module
Submodule
Submodule
Subroutine
Subroutine
Function
Function
Program
Program
This Page's Entity
This Page's Entity
Solid arrows point from a submodule to the (sub)module which it is
descended from. Dashed arrows point from a module or program unit to
modules which it uses.
Where possible, edges connecting nodes are
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large graphs.
Used By
module~~mod_feature_map~~UsedByGraph
module~mod_feature_map
mod_feature_map
module~mod_abstract_symmetry_function
mod_abstract_symmetry_function
module~mod_abstract_symmetry_function->module~mod_feature_map
module~mod_angular_symmetry_function_3
mod_angular_symmetry_function_3
module~mod_angular_symmetry_function_3->module~mod_feature_map
module~mod_angular_symmetry_function_3->module~mod_abstract_symmetry_function
module~mod_abstract_angular_symmetry_function
mod_abstract_angular_symmetry_function
module~mod_angular_symmetry_function_3->module~mod_abstract_angular_symmetry_function
module~mod_angular_symmetry_function_8
mod_angular_symmetry_function_8
module~mod_angular_symmetry_function_8->module~mod_feature_map
module~mod_angular_symmetry_function_8->module~mod_abstract_symmetry_function
module~mod_angular_symmetry_function_8->module~mod_abstract_angular_symmetry_function
module~mod_angular_symmetry_function_9
mod_angular_symmetry_function_9
module~mod_angular_symmetry_function_9->module~mod_feature_map
module~mod_angular_symmetry_function_9->module~mod_abstract_symmetry_function
module~mod_angular_symmetry_function_9->module~mod_abstract_angular_symmetry_function
module~mod_element
mod_element
module~mod_element->module~mod_feature_map
module~mod_element->module~mod_angular_symmetry_function_3
module~mod_element->module~mod_angular_symmetry_function_9
module~mod_radial_symmetry_function_2
mod_radial_symmetry_function_2
module~mod_element->module~mod_radial_symmetry_function_2
module~mod_feature_calculator
mod_feature_calculator
module~mod_feature_calculator->module~mod_feature_map
module~mod_feature_calculator->module~mod_angular_symmetry_function_3
module~mod_feature_calculator->module~mod_angular_symmetry_function_8
module~mod_feature_calculator->module~mod_angular_symmetry_function_9
module~mod_feature_calculator->module~mod_element
module~mod_overlap_matrix
mod_overlap_matrix
module~mod_feature_calculator->module~mod_overlap_matrix
module~mod_radial_symmetry_function_1
mod_radial_symmetry_function_1
module~mod_feature_calculator->module~mod_radial_symmetry_function_1
module~mod_feature_calculator->module~mod_radial_symmetry_function_2
module~mod_atomic_descriptor
mod_atomic_descriptor
module~mod_feature_calculator->module~mod_atomic_descriptor
module~mod_overlap_matrix->module~mod_feature_map
module~mod_radial_symmetry_function_1->module~mod_feature_map
module~mod_abstract_radial_symmetry_function
mod_abstract_radial_symmetry_function
module~mod_radial_symmetry_function_1->module~mod_abstract_radial_symmetry_function
module~mod_radial_symmetry_function_2->module~mod_feature_map
module~mod_radial_symmetry_function_2->module~mod_abstract_symmetry_function
module~mod_radial_symmetry_function_2->module~mod_abstract_radial_symmetry_function
module~mod_abstract_angular_symmetry_function->module~mod_abstract_symmetry_function
module~mod_abstract_radial_symmetry_function->module~mod_abstract_symmetry_function
module~mod_atomic_descriptor->module~mod_element
module~mod_calc_atomic_properties
mod_calc_atomic_properties
module~mod_calc_atomic_properties->module~mod_feature_calculator
module~mod_chain_features
mod_chain_features
module~mod_chain_features->module~mod_feature_calculator
module~mod_dataloader_file
mod_dataloader_file
module~mod_dataloader_file->module~mod_feature_calculator
module~mod_memory_estimation
mod_memory_estimation
module~mod_dataloader_file->module~mod_memory_estimation
module~mod_dataset_statistics
mod_dataset_statistics
module~mod_dataset_statistics->module~mod_feature_calculator
module~mod_dataset_statistics->module~mod_dataloader_file
module~mod_dataset_statistics_chi_all_chunks
mod_dataset_statistics_chi_all_chunks
module~mod_dataset_statistics_chi_all_chunks->module~mod_feature_calculator
module~mod_dataset_statistics_chi_all_chunks->module~mod_dataloader_file
module~mod_dataset_statistics_chi_all_chunks->module~mod_dataset_statistics
module~mod_enforce_reading
mod_enforce_reading
module~mod_enforce_reading->module~mod_feature_calculator
module~mod_evaluate_4g_single_structure
mod_evaluate_4g_single_structure
module~mod_evaluate_4g_single_structure->module~mod_feature_calculator
module~mod_evaluate_4g_single_structure->module~mod_chain_features
module~mod_evaluate_electrostatics_3g_single_structure
mod_evaluate_electrostatics_3g_single_structure
module~mod_evaluate_electrostatics_3g_single_structure->module~mod_feature_calculator
module~mod_evaluate_electrostatics_3g_single_structure->module~mod_chain_features
module~mod_feature_calculator_statistics
mod_feature_calculator_statistics
module~mod_feature_calculator_statistics->module~mod_feature_calculator
module~mod_scalingdata
mod_scalingdata
module~mod_feature_calculator_statistics->module~mod_scalingdata
module~mod_feature_map_scaling_all_chunks
mod_feature_map_scaling_all_chunks
module~mod_feature_map_scaling_all_chunks->module~mod_feature_calculator
module~mod_feature_map_scaling_all_chunks->module~mod_dataloader_file
module~mod_feature_map_scaling_all_chunks->module~mod_feature_calculator_statistics
module~mod_precalc_nl_deriv_features_single_chunk
mod_precalc_nl_deriv_features_single_chunk
module~mod_feature_map_scaling_all_chunks->module~mod_precalc_nl_deriv_features_single_chunk
module~mod_prediction_statistics
mod_prediction_statistics
module~mod_feature_map_scaling_all_chunks->module~mod_prediction_statistics
module~mod_structure_batch_iterator
mod_structure_batch_iterator
module~mod_feature_map_scaling_all_chunks->module~mod_structure_batch_iterator
module~mod_featuredata
mod_featuredata
module~mod_featuredata->module~mod_element
module~mod_featuredata->module~mod_feature_calculator
module~mod_global_features_helper
mod_global_features_helper
module~mod_global_features_helper->module~mod_feature_calculator
module~mod_initialize
mod_initialize
module~mod_initialize->module~mod_element
module~mod_initialize->module~mod_feature_calculator
module~mod_two_body
mod_two_body
module~mod_initialize->module~mod_two_body
module~mod_memory_estimation->module~mod_feature_calculator
module~mod_output_files_and_cost
mod_output_files_and_cost
module~mod_output_files_and_cost->module~mod_feature_calculator
module~mod_output_files_and_cost->module~mod_dataloader_file
module~mod_predict_multiple_structures
mod_predict_multiple_structures
module~mod_output_files_and_cost->module~mod_predict_multiple_structures
module~mod_cost_calculator
mod_cost_calculator
module~mod_output_files_and_cost->module~mod_cost_calculator
module~mod_output_files_and_cost_4g_charges
mod_output_files_and_cost_4g_charges
module~mod_output_files_and_cost_4g_charges->module~mod_feature_calculator
module~mod_output_files_and_cost_4g_charges->module~mod_dataloader_file
module~mod_predict_4g_charges_training_qeq_multiple_structures
mod_predict_4g_charges_training_qeq_multiple_structures
module~mod_output_files_and_cost_4g_charges->module~mod_predict_4g_charges_training_qeq_multiple_structures
module~mod_output_files_and_cost_4g_charges->module~mod_cost_calculator
module~mod_output_files_and_cost_4g_short_range
mod_output_files_and_cost_4g_short_range
module~mod_output_files_and_cost_4g_short_range->module~mod_feature_calculator
module~mod_output_files_and_cost_4g_short_range->module~mod_dataloader_file
module~mod_predict_4g_short_range_training_qeq_multiple_structures
mod_predict_4g_short_range_training_qeq_multiple_structures
module~mod_output_files_and_cost_4g_short_range->module~mod_predict_4g_short_range_training_qeq_multiple_structures
module~mod_predict_qeq_feature_calculator_multiple_structures
mod_predict_qeq_feature_calculator_multiple_structures
module~mod_output_files_and_cost_4g_short_range->module~mod_predict_qeq_feature_calculator_multiple_structures
module~mod_output_files_and_cost_4g_short_range->module~mod_cost_calculator
module~mod_post_processing_2g_single_structure
mod_post_processing_2g_single_structure
module~mod_post_processing_2g_single_structure->module~mod_feature_calculator
module~mod_post_processing_2g_single_structure->module~mod_chain_features
module~mod_post_processing_3g_single_structure
mod_post_processing_3g_single_structure
module~mod_post_processing_3g_single_structure->module~mod_feature_calculator
module~mod_post_processing_3g_single_structure->module~mod_evaluate_electrostatics_3g_single_structure
module~mod_post_processing_4g_single_structure
mod_post_processing_4g_single_structure
module~mod_post_processing_4g_single_structure->module~mod_feature_calculator
module~mod_post_processing_4g_single_structure->module~mod_evaluate_4g_single_structure
module~mod_post_processing_vdw_hirshfeld_single_structure
mod_post_processing_vdw_hirshfeld_single_structure
module~mod_post_processing_vdw_hirshfeld_single_structure->module~mod_feature_calculator
module~mod_post_processing_vdw_hirshfeld_single_structure->module~mod_chain_features
module~mod_post_processing_wrapper_single_structure
mod_post_processing_wrapper_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_feature_calculator
module~mod_post_processing_wrapper_single_structure->module~mod_calc_atomic_properties
module~mod_post_processing_wrapper_single_structure->module~mod_evaluate_4g_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_global_features_helper
module~mod_post_processing_wrapper_single_structure->module~mod_post_processing_2g_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_post_processing_3g_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_post_processing_4g_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_post_processing_vdw_hirshfeld_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_two_body
module~mod_precalc_coulomb_matrix_all_chunks
mod_precalc_coulomb_matrix_all_chunks
module~mod_precalc_coulomb_matrix_all_chunks->module~mod_feature_calculator
module~mod_precalc_coulomb_matrix_all_chunks->module~mod_dataloader_file
module~mod_precalc_coulomb_matrix_all_chunks->module~mod_predict_4g_charges_training_qeq_multiple_structures
module~mod_precalc_nl_deriv_features_single_chunk->module~mod_feature_calculator
module~mod_precalc_nl_deriv_features_single_chunk->module~mod_dataloader_file
module~mod_precalc_nl_deriv_features_single_chunk->module~mod_memory_estimation
module~mod_precompute_features_all_chunks
mod_precompute_features_all_chunks
module~mod_precompute_features_all_chunks->module~mod_feature_calculator
module~mod_precompute_features_all_chunks->module~mod_dataloader_file
module~mod_precompute_features_all_chunks->module~mod_feature_calculator_statistics
module~mod_precompute_features_all_chunks->module~mod_featuredata
module~mod_precompute_global_features_all_chunks
mod_precompute_global_features_all_chunks
module~mod_precompute_global_features_all_chunks->module~mod_feature_calculator
module~mod_precompute_global_features_all_chunks->module~mod_dataloader_file
module~mod_precompute_global_features_all_chunks->module~mod_feature_calculator_statistics
module~mod_predict_ee4g_feature_calculator_multiple_structures
mod_predict_ee4g_feature_calculator_multiple_structures
module~mod_precompute_global_features_all_chunks->module~mod_predict_ee4g_feature_calculator_multiple_structures
module~mod_precompute_global_features_all_chunks->module~mod_predict_qeq_feature_calculator_multiple_structures
module~mod_predict_4g_charges_training_qeq_multiple_structures->module~mod_feature_calculator
module~mod_predict_4g_charges_training_qeq_multiple_structures->module~mod_structure_batch_iterator
module~mod_predict_4g_no_force_trick_single_structure
mod_predict_4g_no_force_trick_single_structure
module~mod_predict_4g_no_force_trick_single_structure->module~mod_feature_calculator
module~mod_predict_4g_no_force_trick_single_structure->module~mod_calc_atomic_properties
module~mod_predict_4g_no_force_trick_single_structure->module~mod_global_features_helper
module~mod_predict_4g_short_range_training_qeq_single_structure
mod_predict_4g_short_range_training_qeq_single_structure
module~mod_predict_4g_no_force_trick_single_structure->module~mod_predict_4g_short_range_training_qeq_single_structure
module~mod_predict_qeq_feature_calculator_single_structure
mod_predict_qeq_feature_calculator_single_structure
module~mod_predict_4g_no_force_trick_single_structure->module~mod_predict_qeq_feature_calculator_single_structure
module~mod_predict_4g_short_range_training_qeq_multiple_structures->module~mod_feature_calculator
module~mod_predict_4g_short_range_training_qeq_multiple_structures->module~mod_global_features_helper
module~mod_predict_4g_short_range_training_qeq_multiple_structures->module~mod_predict_4g_short_range_training_qeq_single_structure
module~mod_predict_4g_short_range_training_qeq_multiple_structures->module~mod_structure_batch_iterator
module~mod_predict_4g_short_range_training_qeq_single_structure->module~mod_feature_calculator
module~mod_predict_4g_short_range_training_qeq_single_structure->module~mod_post_processing_2g_single_structure
module~mod_predict_all_chunks
mod_predict_all_chunks
module~mod_predict_all_chunks->module~mod_feature_calculator
module~mod_predict_all_chunks->module~mod_dataloader_file
module~mod_predict_all_chunks->module~mod_predict_multiple_structures
module~mod_predict_all_chunks->module~mod_two_body
module~mod_predict_ee4g_feature_calculator_multiple_structures->module~mod_feature_calculator
module~mod_predict_ee4g_feature_calculator_multiple_structures->module~mod_dataloader_file
module~mod_predict_mode
mod_predict_mode
module~mod_predict_mode->module~mod_feature_calculator
module~mod_predict_mode->module~mod_dataloader_file
module~mod_predict_mode->module~mod_enforce_reading
module~mod_predict_mode->module~mod_feature_calculator_statistics
module~mod_predict_mode->module~mod_initialize
module~mod_predict_mode->module~mod_predict_multiple_structures
module~mod_predict_mode->module~mod_two_body
module~mod_write_outfiles
mod_write_outfiles
module~mod_predict_mode->module~mod_write_outfiles
module~mod_predict_multiple_structures->module~mod_feature_calculator
module~mod_predict_multiple_structures->module~mod_post_processing_wrapper_single_structure
module~mod_predict_multiple_structures->module~mod_structure_batch_iterator
module~mod_predict_multiple_structures->module~mod_two_body
module~mod_predict_qeq_feature_calculator_multiple_structures->module~mod_feature_calculator
module~mod_predict_qeq_feature_calculator_multiple_structures->module~mod_dataloader_file
module~mod_predict_qeq_feature_calculator_multiple_structures->module~mod_predict_qeq_feature_calculator_single_structure
module~mod_predict_qeq_feature_calculator_multiple_structures->module~mod_structure_batch_iterator
module~mod_predict_qeq_feature_calculator_single_structure->module~mod_feature_calculator
module~mod_predict_qeq_feature_calculator_single_structure->module~mod_chain_features
module~mod_predict_single_structure
mod_predict_single_structure
module~mod_predict_single_structure->module~mod_feature_calculator
module~mod_predict_single_structure->module~mod_calc_atomic_properties
module~mod_predict_single_structure->module~mod_post_processing_wrapper_single_structure
module~mod_predict_single_structure->module~mod_two_body
module~mod_prediction_statistics->module~mod_feature_calculator
module~mod_prediction_statistics->module~mod_calc_atomic_properties
module~mod_runner_interface
mod_runner_interface
module~mod_runner_interface->module~mod_feature_calculator
module~mod_runner_interface->module~mod_two_body
module~mod_runner_interface_bindings
mod_runner_interface_bindings
module~mod_runner_interface_bindings->module~mod_feature_calculator
module~mod_runner_interface_bindings->module~mod_calc_atomic_properties
module~mod_runner_interface_bindings->module~mod_enforce_reading
module~mod_runner_interface_bindings->module~mod_evaluate_4g_single_structure
module~mod_runner_interface_bindings->module~mod_evaluate_electrostatics_3g_single_structure
module~mod_runner_interface_bindings->module~mod_feature_calculator_statistics
module~mod_runner_interface_bindings->module~mod_global_features_helper
module~mod_runner_interface_bindings->module~mod_initialize
module~mod_runner_interface_bindings->module~mod_post_processing_2g_single_structure
module~mod_runner_interface_bindings->module~mod_post_processing_vdw_hirshfeld_single_structure
module~mod_runner_interface_bindings->module~mod_runner_interface
module~mod_runner_interface_bindings->module~mod_two_body
module~mod_scalingdata->module~mod_element
module~mod_scalingdata->module~mod_feature_calculator
module~mod_structure_batch_iterator->module~mod_feature_calculator
module~mod_structure_batch_iterator->module~mod_calc_atomic_properties
module~mod_structure_batch_iterator->module~mod_global_features_helper
module~mod_train_4g_atomic_charges_structure_batch
mod_train_4g_atomic_charges_structure_batch
module~mod_train_4g_atomic_charges_structure_batch->module~mod_feature_calculator
module~mod_train_4g_atomic_charges_structure_batch->module~mod_dataloader_file
module~mod_train_atomic_property_multiple_atoms
mod_train_atomic_property_multiple_atoms
module~mod_train_atomic_property_multiple_atoms->module~mod_feature_calculator
module~mod_train_loop_4g_charges
mod_train_loop_4g_charges
module~mod_train_loop_4g_charges->module~mod_feature_calculator
module~mod_train_loop_4g_charges->module~mod_dataloader_file
module~mod_train_loop_4g_charges->module~mod_initialize
module~mod_train_loop_4g_charges->module~mod_output_files_and_cost_4g_charges
module~mod_train_loop_4g_charges->module~mod_train_4g_atomic_charges_structure_batch
module~mod_train_loop_4g_charges->module~mod_cost_calculator
module~mod_train_loop_atomic_property
mod_train_loop_atomic_property
module~mod_train_loop_atomic_property->module~mod_feature_calculator
module~mod_train_loop_atomic_property->module~mod_dataloader_file
module~mod_train_loop_atomic_property->module~mod_initialize
module~mod_train_loop_atomic_property->module~mod_output_files_and_cost
module~mod_train_loop_atomic_property->module~mod_train_atomic_property_multiple_atoms
module~mod_train_loop_atomic_property->module~mod_cost_calculator
module~mod_train_loop_short_range
mod_train_loop_short_range
module~mod_train_loop_short_range->module~mod_feature_calculator
module~mod_train_loop_short_range->module~mod_dataloader_file
module~mod_train_loop_short_range->module~mod_global_features_helper
module~mod_train_loop_short_range->module~mod_initialize
module~mod_train_loop_short_range->module~mod_output_files_and_cost
module~mod_train_loop_short_range->module~mod_output_files_and_cost_4g_short_range
module~mod_train_loop_short_range->module~mod_predict_ee4g_feature_calculator_multiple_structures
module~mod_train_loop_short_range->module~mod_predict_qeq_feature_calculator_multiple_structures
module~mod_train_loop_short_range->module~mod_cost_calculator
module~mod_train_energy_multiple_structures
mod_train_energy_multiple_structures
module~mod_train_loop_short_range->module~mod_train_energy_multiple_structures
module~mod_train_forces_multiple_structures
mod_train_forces_multiple_structures
module~mod_train_loop_short_range->module~mod_train_forces_multiple_structures
module~mod_train_mode
mod_train_mode
module~mod_train_mode->module~mod_feature_calculator
module~mod_train_mode->module~mod_dataloader_file
module~mod_train_mode->module~mod_dataset_statistics
module~mod_train_mode->module~mod_dataset_statistics_chi_all_chunks
module~mod_train_mode->module~mod_feature_calculator_statistics
module~mod_train_mode->module~mod_feature_map_scaling_all_chunks
module~mod_train_mode->module~mod_initialize
module~mod_train_mode->module~mod_precalc_coulomb_matrix_all_chunks
module~mod_train_mode->module~mod_precalc_nl_deriv_features_single_chunk
module~mod_train_mode->module~mod_predict_4g_charges_training_qeq_multiple_structures
module~mod_train_mode->module~mod_predict_all_chunks
module~mod_train_mode->module~mod_predict_ee4g_feature_calculator_multiple_structures
module~mod_train_mode->module~mod_predict_qeq_feature_calculator_multiple_structures
module~mod_train_mode->module~mod_train_loop_4g_charges
module~mod_train_mode->module~mod_train_loop_atomic_property
module~mod_train_mode->module~mod_train_loop_short_range
module~mod_train_mode->module~mod_two_body
module~mod_write_outfiles_training
mod_write_outfiles_training
module~mod_train_mode->module~mod_write_outfiles_training
module~smod_atom_overlap
smod_atom_overlap
module~smod_atom_overlap->module~mod_overlap_matrix
module~smod_cache
smod_cache
module~smod_cache->module~mod_overlap_matrix
module~smod_constructor
smod_constructor
module~smod_constructor->module~mod_overlap_matrix
module~smod_eigenval_and_vectors
smod_eigenval_and_vectors
module~smod_eigenval_and_vectors->module~mod_overlap_matrix
module~smod_first_derivative
smod_first_derivative
module~smod_first_derivative->module~mod_overlap_matrix
module~smod_original
smod_original
module~smod_original->module~mod_overlap_matrix
module~smod_smooth
smod_smooth
module~smod_smooth->module~mod_overlap_matrix
program~runner
RuNNer
program~runner->module~mod_feature_calculator
program~runner->module~mod_dataloader_file
program~runner->module~mod_initialize
program~runner->module~mod_precompute_features_all_chunks
program~runner->module~mod_precompute_global_features_all_chunks
program~runner->module~mod_predict_mode
program~runner->module~mod_train_mode
module~mod_calculate_coulomb_matrix
mod_calculate_coulomb_matrix
program~runner->module~mod_calculate_coulomb_matrix
program~runner->module~mod_two_body
module~mod_calculate_coulomb_matrix->module~mod_dataloader_file
module~mod_cost_calculator->module~mod_dataloader_file
module~mod_cost_calculator->module~mod_write_outfiles_training
module~mod_feature_calc_interface
mod_feature_calc_interface
module~mod_feature_calc_interface->module~mod_runner_interface
module~mod_generic_interface
mod_generic_interface
module~mod_feature_calc_interface->module~mod_generic_interface
module~mod_generic_interface->module~mod_predict_single_structure
module~mod_generic_interface->module~mod_runner_interface
module~mod_lammps_interface
mod_lammps_interface
module~mod_lammps_interface->module~mod_runner_interface
module~mod_lammps_interface->module~mod_runner_interface_bindings
module~mod_train_energy_multiple_structures->module~mod_initialize
module~mod_train_forces_multiple_structures->module~mod_initialize
module~mod_train_forces_multiple_structures->module~mod_train_energy_multiple_structures
module~mod_two_body->module~mod_dataloader_file
module~mod_write_outfiles->module~mod_initialize
module~mod_write_outfiles_training->module~mod_write_outfiles
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Derived Types Summary
Name
Description
AbstractFeatureMap
Abstract parent type for all feature maps. In RuNNer, a feature map is any function that maps...
FeatureMapPtr
Generic, polymorphic, wrapper-pointer for all feature map objects.
Procedures Summary
Derived Types Details
type AbstractFeatureMap
Abstract parent type for all feature maps.
In RuNNer, a feature map is any function that maps properties
of an atom (and its atomic environment) to a set of values
(= features). Features are defined as the input to a machine
learning algorithm.
As an example, radial symmetry functions take the distance between
a central atom and its neighbors and yield a single value
(= one feature).
Components
name :
character – The name of this feature map type.
hash_str :
character – Hash string for sorting feature maps.
num_features :
integer – The number of features provided by this feature map.
max_num_features :
integer – The number of features provided by all feature maps that contribute
to the same descriptor as this feature map.
neighbor_list_idx :
integer – index of the neighbor_list in the neighbor_lists array which is the
correct one for this feature map
feat_idx_lowest :
integer – Inherited from AbstractFeatureMap
feat_idx_highest :
integer – Inherited from AbstractFeatureMap
idx_sorted_features :
integer (dim: (:))– Inherited from AbstractFeatureMap
string :
character – The cleaned string representation of the feature map. Needed for the hash.
lscale_wrt_tot_min_max_of_all_features :
logical – If true, all features of this feature map will be scaled by the
same factor. Min and max values are the total min and max
values of all features of this feature map.
Type-Bound Procedures
Name
Attributes
Binding
read_from_string
public
⇒ read_from_string
value
public
⇒ value
first_derivative_wrt_self
public
⇒ first_derivative_wrt_self
first_derivative_wrt_one_neighbor
public
⇒ first_derivative_wrt_one_neighbor
first_derivative_wrt_self_and_neighbors
public
⇒ first_derivative_wrt_self_and_neighbors
allocate_cache
public
⇒ allocate_cache
clean_cache
public
⇒ clean_cache
print
public
⇒ print
generate_hash
public
⇒ generate_hash
d_value_d_strain
public
⇒ d_value_d_strain
set_idx_sorted_features
public
⇒ set_idx_sorted_features
get_idx_sorted_features
public
⇒ get_idx_sorted_features
set_string
public
⇒ set_string
get_string
public
⇒ get_string
get_string_without_modifier
public
⇒ get_string_without_modifier
get_modifiers_string_and_lhas_modifiers
public
⇒ get_modifiers_string_and_lhas_modifiers
Inherited By
type~~abstractfeaturemap~~InheritedByGraph
type~abstractfeaturemap
AbstractFeatureMap
type~abstractoverlapmatrix
AbstractOverlapMatrix
type~abstractoverlapmatrix->type~abstractfeaturemap
type~abstractsymmetryfunction
AbstractSymmetryFunction
type~abstractsymmetryfunction->type~abstractfeaturemap
type~featuremapptr
FeatureMapPtr
type~featuremapptr->type~abstractfeaturemap
ptr
type~abstractangularsymmetryfunction
AbstractAngularSymmetryFunction
type~abstractangularsymmetryfunction->type~abstractsymmetryfunction
type~abstractradialsymmetryfunction
AbstractRadialSymmetryFunction
type~abstractradialsymmetryfunction->type~abstractsymmetryfunction
type~element
Element
type~element->type~featuremapptr
feature_maps
type~overlapmatrix
OverlapMatrix
type~overlapmatrix->type~abstractoverlapmatrix
type~smoothoverlapmatrix
SmoothOverlapMatrix
type~smoothoverlapmatrix->type~abstractoverlapmatrix
type~angularsymmetryfunction3
AngularSymmetryFunction3
type~angularsymmetryfunction3->type~abstractangularsymmetryfunction
type~angularsymmetryfunction8
AngularSymmetryFunction8
type~angularsymmetryfunction8->type~abstractangularsymmetryfunction
type~angularsymmetryfunction9
AngularSymmetryFunction9
type~angularsymmetryfunction9->type~abstractangularsymmetryfunction
type~atomicdescriptor
AtomicDescriptor
type~atomicdescriptor->type~element
element_ptr
type~featurecalculator
FeatureCalculator
type~featurecalculator->type~element
elements
type~featurecalculator->type~atomicdescriptor
atomic_list
type~radialsymmetryfunction1
RadialSymmetryFunction1
type~radialsymmetryfunction1->type~abstractradialsymmetryfunction
type~radialsymmetryfunction2
RadialSymmetryFunction2
type~radialsymmetryfunction2->type~abstractradialsymmetryfunction
type~runnerinterface
RuNNerInterface
type~runnerinterface->type~featurecalculator
feature_calculators
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type FeatureMapPtr
Generic, polymorphic, wrapper-pointer for all feature map objects.
Components
ptr :
class (AbstractFeatureMap )– Gets allocated with an instance of a AbstractFeatureMap's child class.
NOTE: at some point this needed to be changed to a pointer to avoid
a spurios segfault. However, copying this wrapper will then not
copy the actual object, but only the pointer. This is a problem
in some cases, e.g. when copying a feature map to different elements
(the container storing the feature maps). Since you can then not
pass different idx_sorted_features to the "different" instances.
Inherits
type~~featuremapptr~~InheritsGraph
type~featuremapptr
FeatureMapPtr
type~abstractfeaturemap
AbstractFeatureMap
type~featuremapptr->type~abstractfeaturemap
ptr
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Inherited By
type~~featuremapptr~~InheritedByGraph
type~featuremapptr
FeatureMapPtr
type~element
Element
type~element->type~featuremapptr
feature_maps
type~atomicdescriptor
AtomicDescriptor
type~atomicdescriptor->type~element
element_ptr
type~featurecalculator
FeatureCalculator
type~featurecalculator->type~element
elements
type~featurecalculator->type~atomicdescriptor
atomic_list
type~runnerinterface
RuNNerInterface
type~runnerinterface->type~featurecalculator
feature_calculators
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Procedure Details
function generate_fm_hash
function generate_fm_hash ( & str &)
Generate a general hash of self for labeling and sorting.
Every feature map hands us a string with the information
that goes into its hash. This fields already need to be
in the correct order when they enter this routine.
In this procedure, we split the string and classify each field
as either integer, real, logical or a character array.
For each type, we use a routine to format it into a hashable
format. The hashed fields make up the hash of the feature map.
Arguments
Called By
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function get_idx_sorted_features
function get_idx_sorted_features ( & self &)
Arguments
Called By
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function get_string
function get_string ( & self &)
Get the string of the feature map.
Needed for the hash generation.
Arguments
Called By
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function get_string_without_modifier
function get_string_without_modifier ( & self &)
Get the string of the feature map without modifier.
Needed for the hash generation.
Arguments
subroutine generate_hash
subroutine generate_hash ( & self, & str &)
Arguments
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subroutine d_value_d_strain
subroutine d_value_d_strain ( & self, & id_in_struct, & neighbor_lists, & reference_structure, & d_descriptor_d_pos, & d_features_d_strain &)
Arguments
self :
class (AbstractFeatureMap ) [in]– the AbstractFeatureMap object itself
id_in_struct :
integer [in]– The index of the atom for which the features will be calculated
in the `reference_structure`.
neighbor_lists :
type (FeatureMapNeighborList ) (dim: (:)) [in]– the neighbor list associated to this system
reference_structure :
type (Structure ) [in]– structure under consideration. Currently only needed for the lattice,
but might be needed for the E-field.
d_descriptor_d_pos :
real (DP) (dim: (3,self%num_features,0:neighbor_lists(self%neighbor_list_idx)%num_neighbors(reference_structure%atom_offset_on_process+id_in_struct))) [in]– dG/dalpha dimension(3, num_features, 0:num_neighbors)
d_features_d_strain :
real (DP) (dim: (3,3,self%num_features)) [out]
subroutine set_idx_sorted_features
subroutine set_idx_sorted_features ( & self, & idx_sorted_features &)
Arguments
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subroutine set_string
subroutine set_string ( & self, & string &)
Set the string used to initialize this feature map.
Needed for the hash generation.
Arguments
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subroutine get_modifiers_string_and_lhas_modifiers
subroutine get_modifiers_string_and_lhas_modifiers ( & self, & modifiers_string, & has_modifiers &)
Return the modifiers=(...) part of the feature map
string
Arguments
self :
class (AbstractFeatureMap ) [in]
modifiers_string :
character [out]
has_modifiers :
logical [out]
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