Python time_series_twed Examples

Example #1

File: subsequence_tree_3.py Project: M61A1/time-series-variability-tree

 def add_query_subsequence(self, subsequence):
     self.n_query_subsequences += 1
     if not self.is_leaf:
         distances = [time_series_twed(subsequence, node.center)
                     for node in self.children]
         nearest_child = self.children[np.argmin(distances)]
         nearest_child.add_query_subsequence(subsequence)

Example #2

File: subsequence_tree_3.py Project: M61A1/time-series-variability-tree

 def add_db_subsequence(self, subsequence, level=0):
     if self.is_leaf:
         counter = Counter({subsequence.original_id: 1})
         self._inverted_file += counter
     else:
         distances = [time_series_twed(subsequence, node.center)
                     for node in self.children]
         nearest_child = self.children[np.argmin(distances)]
         nearest_child.add_db_subsequence(subsequence, level+1)

Example #3

File: subsequence_tree_4.py Project: M61A1/time-series-variability-tree

 def add_query_subsequence(self, subsequence):
     self.n_query_subsequences += 1
     self.tree.active_nodes.append(self)
     # self.tree.score = self.tree.score.add(self.weight*self.d_vector, fill_value=0)
     if not self.is_leaf:
         distances = [
             time_series_twed(subsequence, node.center)
             for node in self.children
         ]
         nearest_child = self.children[np.argmin(distances)]
         nearest_child.add_query_subsequence(subsequence)