Getting started
Documentation
vesanto_size()
Map
Map.calculate_bmu()
Map.decay()
Map.load_classifier()
Map.reinforce()
Map.save_classifier()
Map.train()
Map.transform()
Map.variation_learning_rate()
Map.variation_neighbourhood()
Classification
TemporalMap
TemporalMap.calculate_bmu()
TemporalMap.load_classifier()
TemporalMap.reinforce()
TemporalMap.reset_context()
TemporalMap.save_classifier()
TemporalMap.train()
TemporalAnalysis
TemporalAnalysis.trajectory
TemporalAnalysis.transition_matrix
TemporalAnalysis.transition_matrix_norm
TemporalAnalysis.stability
TemporalAnalysis.mean_path_length
TemporalAnalysis.mean_chebyshev_jump
TemporalAnalysis.temporal_coherence
TemporalAnalysis.dwell_times()
TemporalAnalysis.most_frequent_transitions()
TemporalAnalysis.summary()
FeatureExtractor
FeatureExtractor.COMPLEXITY
FeatureExtractor.LIBROSA_FEATURES
FeatureExtractor.SPECTRAL
FeatureExtractor.STATISTICAL
FeatureExtractor.extract()
FeatureExtractor.extract_batch()
FeatureExtractor.feature_names()
IterativeSOM
IterativeSOM.calculate_range()
Visualization
Visualization.bar_chart()
Visualization.characteristics_bargraph()
Visualization.characteristics_graph()
Visualization.codebook_vector()
Visualization.codebook_vectors()
Visualization.dwell_time_map()
Visualization.elevation_map()
Visualization.full_map_weights()
Visualization.heat_map()
Visualization.hit_map()
Visualization.neurons_per_num_activations_map()
Visualization.trajectory()
Visualization.transition_matrix_plot()
Visualization.umatrix()
Visualization.umatrix_labeled()
Visualization.weight_map_grid()
chebyshev_distance()
chebyshev_distance_matrix()
correlation_distance()
correlation_distance_matrix()
cosine_distance()
cosine_distance_matrix()
cross_correlation_distance()
cross_correlation_distance_matrix()
dtw_distance()
dtw_distance_matrix()
euclidean_distance()
euclidean_distance_matrix()
grid_chebyshev()
grid_euclidean()
manhattan_distance()
manhattan_distance_matrix()
Project
AMBER
AMBER.distances
