NNSOM#
- NNSOM package
- Submodules
- NNSOM.som module
SOMSOM.dimensionsSOM.numNeuronsSOM.posSOM.neuron_distSOM.wSOM.sim_flagSOM.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
SOMGpuSOMGpu.dimensionsSOMGpu.numNeuronsSOMGpu.posSOMGpu.neuron_distSOMGpu.wSOMGpu.sim_flagSOMGpu.outputSOMGpu.norm_funcSOMGpu.sub_somSOMGpu.__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
SOMPlotsSOMPlots.dimensionsSOMPlots.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