NNSOM#
- NNSOM package
- Submodules
- NNSOM.som module
SOM
SOM.dimensions
SOM.numNeurons
SOM.pos
SOM.neuron_dist
SOM.w
SOM.sim_flag
SOM.quantization_error()
SOM.topological_error()
SOM.distortion_error()
SOM.cluster_data()
SOM.distortion_error()
SOM.init_w()
SOM.load_pickle()
SOM.normalize()
SOM.quantization_error()
SOM.save_pickle()
SOM.sim_som()
SOM.topological_error()
SOM.train()
- NNSOM.som_gpu module
SOMGpu
SOMGpu.dimensions
SOMGpu.numNeurons
SOMGpu.pos
SOMGpu.neuron_dist
SOMGpu.w
SOMGpu.sim_flag
SOMGpu.output
SOMGpu.norm_func
SOMGpu.sub_som
SOMGpu.__init__()
SOMGpu.init_w()
SOMGpu.sim_som()
SOMGpu.train()
SOMGpu.quantization_error()
SOMGpu.topological_error()
SOMGpu.distortion_error()
SOMGpu.save_pickle()
SOMGpu.load_pickle()
SOMGpu._normalize_position()
SOMGpu._spread_positions()
SOMGpu._euclidean_distance()
SOMGpu._to_categorical()
SOMGpu.cluster_data()
SOMGpu.distortion_error()
SOMGpu.init_w()
SOMGpu.load_pickle()
SOMGpu.normalize()
SOMGpu.quantization_error()
SOMGpu.save_pickle()
SOMGpu.sim_som()
SOMGpu.topological_error()
SOMGpu.train()
- NNSOM.plots module
SOMPlots
SOMPlots.dimensions
SOMPlots.button_click_event()
SOMPlots.cmplx_hit_hist()
SOMPlots.color_hist()
SOMPlots.component_planes()
SOMPlots.component_positions()
SOMPlots.create_click_handler()
SOMPlots.custom_cmplx_hit_hist()
SOMPlots.determine_button_types()
SOMPlots.gray_hist()
SOMPlots.hit_hist()
SOMPlots.neuron_dist_plot()
SOMPlots.onpick()
SOMPlots.plot()
SOMPlots.plot_box()
SOMPlots.plot_hist()
SOMPlots.plot_pie()
SOMPlots.plot_scatter()
SOMPlots.plot_stem()
SOMPlots.plot_violin()
SOMPlots.plt_boxplot()
SOMPlots.plt_histogram()
SOMPlots.plt_nc()
SOMPlots.plt_pie()
SOMPlots.plt_scatter()
SOMPlots.plt_stem()
SOMPlots.plt_top()
SOMPlots.plt_top_num()
SOMPlots.plt_violin_plot()
SOMPlots.plt_wgts()
SOMPlots.setup_axes()
SOMPlots.simple_grid()
SOMPlots.sub_clustering()
SOMPlots.weight_as_image()
- NNSOM.utils module
cal_class_cluster_intersect()
calculate_button_positions()
calculate_positions()
cart2pol()
closest_class_cluster()
count_classes_in_cluster()
create_buttons()
distances()
flatten()
get_cluster_array()
get_cluster_avg()
get_cluster_data()
get_color_labels()
get_conf_indices()
get_dominant_class_error_types()
get_edge_shape()
get_edge_widths()
get_global_min_max()
get_hexagon_shape()
get_ind_misclassified()
get_perc_cluster()
get_perc_misclassified()
majority_class_cluster()
normalize_position()
pol2cart()
preminmax()
rotate_xy()
spread_positions()
- Module contents