Package pylal :: Module auxmvc
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Module auxmvc

source code

Classes [hide private]
  auxmvc_DAG
  auxmvc_analysis_job
A basic auxmvc job class.
  build_auxmvc_vectors_job
Job for building auxmvc feature vectors.
  build_auxmvc_vectors_node
Dag node for building auxmvc feature vector.
  prepare_training_auxmvc_samples_job
Job for preparing training auxmvc samples.
  prepare_training_auxmvc_samples_node
Node for preparing training auxmvc samples job.
  add_file_to_cache_job
Job for preparing training auxmvc samples.
  add_file_to_cache_node
Node for preparing training auxmvc samples job.
  train_forest_job
Training job for random forest (MVSC).
  train_forest_node
Dag node for training the random forest (MVSC).
  use_forest_job
Job using random forest to evaluate unclassified data.
  use_forest_node
Node for radnom forest evaluation job.
  forest_add_excluded_vars_job
A simple fix job that adds the variables excluded by forest (MVSC) from classification into the output file.
  forest_add_excluded_vars_node
Node for forest_add_excluded_vars_job.
  plot_channels_significance_job
Job that makes verious plots and histograms using significance of the axuiloary channels.
  plot_channels_significance_node
Node for plot_channels_significance_job.
  result_plots_job
Job that makes plots based on results of evaluation e.g.
  result_plots_node
Node for result_plots_job.
  use_svm_job
  use_svm_node
Node for SVM evaluation job.
  train_svm_job
Training job for svm.
  train_svm_node
Node for SVM train job.
  convert_annfile_job
Job for converting pat files to FANN type files.
  convert_annfile_node
Dag node for converting pat files to FANN type files.
  train_ann_job
Training job for Artifical Neural Networks (ANN) with iRPROP- algorithm.
  train_ann_node
Dag node for training the Artificial Neural Networks (ANN) with iRPROP- algorithm.
  use_ann_job
Job using ANN to evaluate unclassified data.
  use_ann_node
Node for ANN evaluation job.
Functions [hide private]
 
construct_command(node) source code