Strain Elevation Tension Spring Embedding


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Documentation for package ‘rsetse’ version 0.5.0

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biconnected_network A simple network made of three bi-connected components
calc_spring_area Calculate the cross sectional area of the edge
calc_spring_constant Calculate the spring constant
calc_tension_strain Calculate line tension and strain from the topology and node embeddings
calc_tension_strain_hd Calculate line tension and strain from the topology and node embeddings for high dimensional feature networks
create_balanced_blocks Create balanced blocks
create_node_edge_df Create dataframe of node and aggregated edge embeddings
create_node_edge_df_hd Create dataframe of node and aggregated edge embeddings for high dimensional feature networks
generate_peels_network Create a random Peel network
mass_adjuster Mass adjuster
prepare_categorical_force Prepare categorical features for embedding
prepare_continuous_force Prepare continuous features for embedding
prepare_edges Prepare network edges
remove_small_components Remove small components
setse Basic SETSe embedding
setse_auto SETSe embedding with automatic drag and timestep selection
setse_auto_hd SETSe embedding with automatic drag and timestep selection for high-dimensional feature vectors
setse_bicomp SETSe embedding on each bi-connected component using setse_auto
setse_expanded SETSe embedding showing full convergence history
setse_shift setse algorithm with automatic timestep adjustment