def regplot(df="dataframe", x=None, y=None, yhat=None, dim=(6, 4), colordot='#4a4e4d', colorline='#fe8a71', r=300, ar=0, dotsize=6, valphaline=1, valphadot=1, linewidth=1, markerdot="o", show=False, axtickfontsize=9, axtickfontname="Arial", axlabelfontsize=9, axlabelfontname="Arial", ylm=None, xlm=None, axxlabel=None, axylabel=None, figtype='png', theme=None): if theme == 'dark': general.dark_bg() fig, ax = plt.subplots(figsize=dim) plt.scatter(df[x].to_numpy(), df[y].to_numpy(), color=colordot, s=dotsize, alpha=valphadot, marker=markerdot, label='Observed data') plt.plot(df[x].to_numpy(), df[yhat].to_numpy(), color=colorline, linewidth=linewidth, alpha=valphaline, label='Regression line') if axxlabel: x = axxlabel if axylabel: y = axylabel general.axis_labels(x, y, axlabelfontsize, axlabelfontname) general.axis_ticks(xlm, ylm, axtickfontsize, axtickfontname, ar) plt.legend(fontsize=9) general.get_figure(show, r, figtype, 'reg_plot', theme)