def expand_study(study_name):
study = StudyDirectory(study_name).get_study()
theblend, concepts = study.get_assoc_blend()
U, S, V = theblend.normalize_all().svd(k=50)
doc_rows = divisi2.aligned_matrix_multiply(study.get_documents_matrix(), U)
projections = U.extend(doc_rows)
spectral = divisi2.reconstruct_activation(projections, S, post_normalize=True)
divisi2.save(spectral, study_name+'/Results/expanded.rmat')
def expand_study(study_name):
study = StudyDirectory(study_name).get_study()
theblend, concepts = study.get_assoc_blend()
U, S, V = theblend.normalize_all().svd(k=50)
doc_rows = divisi2.aligned_matrix_multiply(study.get_documents_matrix(), U)
projections = U.extend(doc_rows)
spectral = divisi2.reconstruct_activation(projections,
S,
post_normalize=True)
divisi2.save(spectral, study_name + '/Results/expanded.rmat')
def set_study_dir(self, dir):
self.dir_model.setRootPath(dir)
index = self.dir_model.index(dir)
self.ui.tree_view.setRootIndex(index)
self.ui.tree_view.hideColumn(1)
self.ui.tree_view.hideColumn(2)
self.ui.tree_view.hideColumn(3)
self.study_dir = StudyDirectory(dir)
# Expand the trees that should be initially visible
self.ui.tree_view.expand(
self.dir_model.index(self.dir_model.rootPath() + '/Canonical'))
self.ui.tree_view.expand(
self.dir_model.index(self.dir_model.rootPath() + '/Documents'))
self.ui.tree_view.expand(
self.dir_model.index(self.dir_model.rootPath() + '/Matrices'))
def new_study_dialog(self):
dirname = QtGui.QFileDialog.getSaveFileName(
self, "Choose where to save this study", package_dir)
if dirname:
study = StudyDirectory.make_new(unicode(dirname))
self.load_study(unicode(dirname))
def new_study_dialog(self):
dirname = QtGui.QFileDialog.getSaveFileName(self, "Choose where to save this study", package_dir)
if dirname:
study = StudyDirectory.make_new(unicode(dirname))
self.load_study(unicode(dirname))
import config from luminoso.study import StudyDirectory; StudyDirectory.make_new(config.study_location)
