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Contents:
Installation
Hemodynamic Deconvolution
Usage
API Reference
Decomposition (Estimators)
pySPFM
.SparseDeconvolution
pySPFM
.LowRankPlusSparse
pySPFM
.StabilitySelection
Command-Line Interface
pySPFM.cli.run
pySPFM.cli.run.main
pySPFM.cli.auc_to_estimates
pySPFM.cli.auc_to_estimates.auc_to_estimates
Solvers (Internal)
pySPFM._solvers.debiasing
pySPFM._solvers.debiasing.debiasing_block
pySPFM._solvers.debiasing.debiasing_spike
pySPFM._solvers.debiasing.do_debias_block
pySPFM._solvers.debiasing.do_debias_spike
pySPFM._solvers.debiasing.group_betas
pySPFM._solvers.debiasing.group_hrf
pySPFM._solvers.debiasing.innovation_to_block
pySPFM._solvers.fista
pySPFM._solvers.hrf_generator
pySPFM._solvers.hrf_generator.HRFMatrix
pySPFM._solvers.lars
pySPFM._solvers.lars.select_optimal_lambda
pySPFM._solvers.lars.solve_regularization_path
pySPFM._solvers.select_lambda
pySPFM._solvers.spatial_regularization
pySPFM._solvers.spatial_regularization.clip
pySPFM._solvers.spatial_regularization.generate_delta
pySPFM._solvers.spatial_regularization.spatial_structured_sparsity
pySPFM._solvers.spatial_regularization.spatial_tikhonov
pySPFM._solvers.stability_selection
Input/Output
pySPFM.io.read_data
pySPFM.io.update_header
pySPFM.io.write_data
pySPFM.io.write_json
Utilities
pySPFM.utils.setup_loggers
pySPFM.utils.teardown_loggers
Examples
Outputs of pySPFM
.rst
.pdf
pySPFM._solvers.stability_selection
pySPFM._solvers.stability_selection
#
Stability Selection for deconvolution.
