PENSA
Introduction
What is PENSA?
Installation
Examples and Tutorials
Contribute
Tutorial
Introduction
Preprocessing
Featurization
Ensemble Comparison
Dimensionality Reduction and Clustering
Tracing Information Flow
API Documentation
pensa.preprocessing
pensa.features
pensa.comparison
pensa.dimensionality
pensa.clusters
pensa.statesinfo
PENSA
Index
Index
A
|
C
|
D
|
E
|
F
|
G
|
K
|
L
|
M
|
N
|
O
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P
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R
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S
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T
|
W
A
align_coordinates() (in module pensa.preprocessing.coordinates)
atg_to_names() (in module pensa.features.hbond_features)
average_jsd() (in module pensa.comparison.metrics)
average_kld() (in module pensa.comparison.metrics)
average_ksp() (in module pensa.comparison.metrics)
average_kss() (in module pensa.comparison.metrics)
average_ssi() (in module pensa.comparison.metrics)
C
calculate_entropy() (in module pensa.statesinfo.discrete_states)
calculate_entropy_multthread() (in module pensa.statesinfo.discrete_states)
calculate_pca() (in module pensa.dimensionality.pca)
calculate_tica() (in module pensa.dimensionality.tica)
compare_mult_projections() (in module pensa.dimensionality.visualization)
compare_projections() (in module pensa.dimensionality.visualization)
convert_to_occ() (in module pensa.preprocessing.density)
correct_angle_periodicity() (in module pensa.features.processing)
correct_spher_angle_periodicity() (in module pensa.features.processing)
cossi_featens_analysis() (in module pensa.comparison.statespecific)
D
data_out() (in module pensa.preprocessing.density)
dens_grid_pdb() (in module pensa.preprocessing.density)
determine_state_limits() (in module pensa.statesinfo.discrete_states)
distances_visualization() (in module pensa.comparison.visualization)
download_from_gpcrmd() (in module pensa.preprocessing.download)
E
extract_aligned_coordinates() (in module pensa.preprocessing.density)
extract_combined_grid() (in module pensa.preprocessing.density)
extract_coordinates() (in module pensa.preprocessing.coordinates)
extract_coordinates_combined() (in module pensa.preprocessing.coordinates)
F
feature_correlation() (in module pensa.comparison.statistics)
find_atom_by_name() (in module pensa.features.mda_torsions)
find_atom_indices_per_residue() (in module pensa.features.mda_torsions)
find_closest_frames() (in module pensa.clusters.clustering)
G
generate_grid() (in module pensa.preprocessing.density)
get_common_features_data() (in module pensa.features.processing)
get_components_pca() (in module pensa.dimensionality.pca)
get_components_tica() (in module pensa.dimensionality.tica)
get_discrete_states() (in module pensa.statesinfo.discrete_states)
get_feature_data() (in module pensa.features.processing)
get_feature_subset() (in module pensa.features.processing)
get_feature_timeseries() (in module pensa.features.processing)
get_intersects() (in module pensa.statesinfo.discrete_states)
get_multivar_res() (in module pensa.features.processing)
get_multivar_res_timeseries() (in module pensa.features.processing)
get_transmem_from_uniprot() (in module pensa.preprocessing.download)
K
kolmogorov_smirnov_analysis() (in module pensa.comparison.statistics)
L
list_depth() (in module pensa.features.mda_torsions)
load_selection() (in module pensa.preprocessing.selection)
local_maxima_3D() (in module pensa.preprocessing.density)
M
match_sim_lengths() (in module pensa.features.processing)
max_jsd() (in module pensa.comparison.metrics)
max_kld() (in module pensa.comparison.metrics)
max_ksp() (in module pensa.comparison.metrics)
max_kss() (in module pensa.comparison.metrics)
max_ssi() (in module pensa.comparison.metrics)
mean_difference_analysis() (in module pensa.comparison.statistics)
merge_and_sort_coordinates() (in module pensa.preprocessing.coordinates)
merge_coordinates() (in module pensa.preprocessing.coordinates)
min_ksp() (in module pensa.comparison.metrics)
module
pensa
pensa.clusters
pensa.clusters.clustering
pensa.clusters.trajectory
pensa.clusters.wss
pensa.comparison
pensa.comparison.metrics
pensa.comparison.projections
pensa.comparison.relative_entropy
pensa.comparison.statespecific
pensa.comparison.statistics
pensa.comparison.uncertainty_analysis
pensa.comparison.visualization
pensa.dimensionality
pensa.dimensionality.pca
pensa.dimensionality.tica
pensa.dimensionality.visualization
pensa.features
pensa.features.atom_features
pensa.features.csv_features
pensa.features.hbond_features
pensa.features.mda_combined
pensa.features.mda_distances
pensa.features.mda_torsions
pensa.features.processing
pensa.features.water_features
pensa.preprocessing
pensa.preprocessing.coordinates
pensa.preprocessing.density
pensa.preprocessing.download
pensa.preprocessing.selection
pensa.statesinfo
pensa.statesinfo.discrete_states
N
name_atom_features() (in module pensa.features.hbond_features)
name_pairs() (in module pensa.features.hbond_features)
O
obtain_clusters() (in module pensa.clusters.clustering)
obtain_combined_clusters() (in module pensa.clusters.clustering)
obtain_mult_combined_clusters() (in module pensa.clusters.clustering)
P
pair_features_heatmap() (in module pensa.comparison.visualization)
pca_eigenvalues_plot() (in module pensa.dimensionality.pca)
pca_feature_correlation() (in module pensa.comparison.projections)
pca_features() (in module pensa.dimensionality.pca)
pca_sampling_efficiency() (in module pensa.comparison.metrics)
pensa
module
pensa.clusters
module
pensa.clusters.clustering
module
pensa.clusters.trajectory
module
pensa.clusters.wss
module
pensa.comparison
module
pensa.comparison.metrics
module
pensa.comparison.projections
module
pensa.comparison.relative_entropy
module
pensa.comparison.statespecific
module
pensa.comparison.statistics
module
pensa.comparison.uncertainty_analysis
module
pensa.comparison.visualization
module
pensa.dimensionality
module
pensa.dimensionality.pca
module
pensa.dimensionality.tica
module
pensa.dimensionality.visualization
module
pensa.features
module
pensa.features.atom_features
module
pensa.features.csv_features
module
pensa.features.hbond_features
module
pensa.features.mda_combined
module
pensa.features.mda_distances
module
pensa.features.mda_torsions
module
pensa.features.processing
module
pensa.features.water_features
module
pensa.preprocessing
module
pensa.preprocessing.coordinates
module
pensa.preprocessing.density
module
pensa.preprocessing.download
module
pensa.preprocessing.selection
module
pensa.statesinfo
module
pensa.statesinfo.discrete_states
module
project_on_eigenvector_pca() (in module pensa.dimensionality.visualization)
project_on_eigenvector_tica() (in module pensa.dimensionality.visualization)
project_on_pc() (in module pensa.dimensionality.pca)
project_on_tic() (in module pensa.dimensionality.tica)
R
range_to_string() (in module pensa.preprocessing.selection)
read_atom_features() (in module pensa.features.atom_features)
read_atom_group_distances() (in module pensa.features.mda_distances)
read_atom_self_distances() (in module pensa.features.mda_distances)
read_calpha_distances() (in module pensa.features.mda_distances)
read_csv_features() (in module pensa.features.csv_features)
read_drormd_features() (in module pensa.features.csv_features)
read_gpcr_calpha_distances() (in module pensa.features.mda_distances)
read_h_bond_satisfaction() (in module pensa.features.hbond_features)
read_h_bonds() (in module pensa.features.hbond_features)
read_h_bonds_quickly() (in module pensa.features.hbond_features)
read_nucleicacid_backbone_torsions() (in module pensa.features.mda_torsions)
read_nucleicacid_pseudotorsions() (in module pensa.features.mda_torsions)
read_protein_backbone_torsions() (in module pensa.features.mda_torsions)
read_protein_sidechain_torsions() (in module pensa.features.mda_torsions)
read_structure_features() (in module pensa.features.mda_combined)
read_torsions() (in module pensa.features.mda_torsions)
read_water_features() (in module pensa.features.water_features)
read_water_site_h_bonds() (in module pensa.features.hbond_features)
read_water_site_h_bonds_quickly() (in module pensa.features.hbond_features)
relative_entropy_analysis() (in module pensa.comparison.relative_entropy)
relen_block_analysis() (in module pensa.comparison.uncertainty_analysis)
relen_sem_analysis() (in module pensa.comparison.uncertainty_analysis)
residue_visualization() (in module pensa.comparison.visualization)
resnum_heatmap() (in module pensa.comparison.visualization)
S
select_common_features() (in module pensa.features.processing)
select_gpcr_residues() (in module pensa.features.mda_distances)
smart_gauss_fit() (in module pensa.statesinfo.discrete_states)
sort_coordinates() (in module pensa.preprocessing.coordinates)
sort_distances_by_resnum() (in module pensa.features.processing)
sort_features() (in module pensa.features.processing)
sort_features_alphabetically() (in module pensa.features.processing)
sort_mult_trajs_along_common_pc() (in module pensa.dimensionality.pca)
sort_mult_trajs_along_common_tic() (in module pensa.dimensionality.tica)
sort_sincos_torsions_by_resnum() (in module pensa.features.processing)
sort_torsions_by_resnum() (in module pensa.features.processing)
sort_traj_along_combined_feature() (in module pensa.features.mda_combined)
sort_traj_along_feature() (in module pensa.features.processing)
sort_traj_along_pc() (in module pensa.dimensionality.pca)
sort_traj_along_projection() (in module pensa.dimensionality.visualization)
sort_traj_along_tic() (in module pensa.dimensionality.tica)
sort_trajs_along_common_pc() (in module pensa.dimensionality.pca)
sort_trajs_along_common_tic() (in module pensa.dimensionality.tica)
ssi_block_analysis() (in module pensa.comparison.uncertainty_analysis)
ssi_ensemble_analysis() (in module pensa.comparison.statespecific)
ssi_feature_analysis() (in module pensa.comparison.statespecific)
ssi_sem_analysis() (in module pensa.comparison.uncertainty_analysis)
T
tica_eigenvalues_plot() (in module pensa.dimensionality.tica)
tica_feature_correlation() (in module pensa.comparison.projections)
tica_features() (in module pensa.dimensionality.tica)
W
write_atom_to_pdb() (in module pensa.preprocessing.density)
write_cluster_traj() (in module pensa.clusters.trajectory)
write_csv_features() (in module pensa.features.csv_features)
wss_over_number_of_clusters() (in module pensa.clusters.wss)
wss_over_number_of_combined_clusters() (in module pensa.clusters.wss)