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Inferring cell-specific gene regulatory network

inferCSN-package
Inferring Cell-Specific Gene Regulatory Network
infercsn_logo()
The logo of inferCSN
inferCSN()
inferring cell-type specific gene regulatory network

Sparse regression model

single_network()
Construct network for single target gene
fit_greedy_l0()
Fit greedy L0 regression
fit_greedy_l0_batch()
Fit batched greedy L0 regressions

Utils functions

filter_sort_matrix()
Filter and sort a network matrix
network_format()
Format a network table
print(<infercsn_logo>)
Print logo

Example data

example_matrix
Example matrix data
example_meta_data
Example meta data
example_ground_truth
Example ground truth data