def tsneplot(score=None, axlabelfontsize=9, axlabelfontname="Arial", figtype='png', r=300, show=False,
         markerdot="o", dotsize=6, valphadot=1, colordot='#4a4e4d', colorlist=None, legendpos='best',
         figname='tsne_2d', dim=(6, 4), legendanchor=None, theme=None):
    assert score is not None, "score are missing"
    if theme == 'dark':
        general.dark_bg()
    plt.subplots(figsize=dim)
    if colorlist is not None:
        unique_class = set(colorlist)
        # color_dict = dict()
        assign_values = {col: i for i, col in enumerate(unique_class)}
        color_result_num = [assign_values[i] for i in colorlist]
        if colordot and isinstance(colordot, (tuple, list)):
            colour_map = ListedColormap(colordot)
            s = plt.scatter(score[:, 0], score[:, 1], c=color_result_num, cmap=colour_map,
                            s=dotsize, alpha=valphadot, marker=markerdot)
            plt.legend(handles=s.legend_elements()[0], labels=list(unique_class), loc=legendpos,
                           bbox_to_anchor=legendanchor)
        elif colordot and not isinstance(colordot, (tuple, list)):
            s = plt.scatter(score[:, 0], score[:, 1], c=color_result_num,
                            s=dotsize, alpha=valphadot, marker=markerdot)
            plt.legend(handles=s.legend_elements()[0], labels=list(unique_class), loc=legendpos,
                       bbox_to_anchor=legendanchor)
    else:
        plt.scatter(score[:, 0], score[:, 1], color=colordot,
                   s=dotsize, alpha=valphadot, marker=markerdot)
    plt.xlabel("t-SNE-1", fontsize=axlabelfontsize, fontname=axlabelfontname)
    plt.ylabel("t-SNE-2", fontsize=axlabelfontsize, fontname=axlabelfontname)
    general.get_figure(show, r, figtype, figname, theme)