diff --git a/docs/tutorials/08_importing_morphologies.ipynb b/docs/tutorials/08_importing_morphologies.ipynb index 9a21b335..f3451855 100644 --- a/docs/tutorials/08_importing_morphologies.ipynb +++ b/docs/tutorials/08_importing_morphologies.ipynb @@ -685,7 +685,7 @@ "# define colorwheel with 10 colors\n", "colors = plt.cm.tab10.colors\n", "for i, branch in enumerate(cell.branches):\n", - " branch.vis(ax=ax, col=colors[i % 10])\n", + " branch.vis(ax=ax, color=colors[i % 10])\n", "plt.axis(\"off\")\n", "plt.title(\"Branches\")\n", "plt.show()" @@ -704,7 +704,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -723,7 +723,7 @@ "fig, ax = plt.subplots(1, 4, figsize=(10, 3), layout=\"constrained\", sharex=True, sharey=True)\n", "cell.vis(ax=ax[0], type=\"morph\", dims=[0,1])\n", "cell.vis(ax=ax[1], type=\"comp\", dims=[0,1])\n", - "cell.vis(ax=ax[2], type=\"scatter\", dims=[0,1], morph_plot_kwargs={\"s\": 1})\n", + "cell.vis(ax=ax[2], type=\"scatter\", dims=[0,1], s=1)\n", "cell.vis(ax=ax[3], type=\"line\", dims=[0,1])\n", "fig.suptitle(\"Comparison of plot types\")\n", "plt.show()" @@ -731,7 +731,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -741,7 +741,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -773,7 +773,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -799,9 +799,9 @@ "\n", "fig, ax = plt.subplots(1, 1, figsize=(5, 5))\n", "colors = plt.cm.tab10.colors\n", - "cell.basal.vis(ax=ax, col=colors[2])\n", - "cell.soma.vis(ax=ax, col=colors[1])\n", - "cell.apical.vis(ax=ax, col=colors[0])\n", + "cell.basal.vis(ax=ax, color=colors[2])\n", + "cell.soma.vis(ax=ax, color=colors[1])\n", + "cell.apical.vis(ax=ax, color=colors[0])\n", "plt.axis(\"off\")\n", "plt.title(\"Groups\")\n", "plt.show()" @@ -816,12 +816,12 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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