|
18 | 18 | }, |
19 | 19 | { |
20 | 20 | "cell_type": "code", |
21 | | - "execution_count": 1, |
| 21 | + "execution_count": 3, |
22 | 22 | "id": "0aff687b", |
23 | 23 | "metadata": {}, |
24 | 24 | "outputs": [], |
|
43 | 43 | }, |
44 | 44 | { |
45 | 45 | "cell_type": "code", |
46 | | - "execution_count": 2, |
| 46 | + "execution_count": 4, |
47 | 47 | "id": "31f770a3", |
48 | 48 | "metadata": {}, |
49 | 49 | "outputs": [ |
|
190 | 190 | }, |
191 | 191 | { |
192 | 192 | "cell_type": "code", |
193 | | - "execution_count": 3, |
| 193 | + "execution_count": 5, |
194 | 194 | "id": "465e737b", |
195 | 195 | "metadata": {}, |
196 | 196 | "outputs": [ |
|
432 | 432 | "[5 rows x 29 columns]" |
433 | 433 | ] |
434 | 434 | }, |
435 | | - "execution_count": 3, |
| 435 | + "execution_count": 5, |
436 | 436 | "metadata": {}, |
437 | 437 | "output_type": "execute_result" |
438 | 438 | } |
|
443 | 443 | }, |
444 | 444 | { |
445 | 445 | "cell_type": "code", |
446 | | - "execution_count": 4, |
| 446 | + "execution_count": 6, |
447 | 447 | "id": "a74f1b6c", |
448 | 448 | "metadata": {}, |
449 | 449 | "outputs": [ |
|
496 | 496 | }, |
497 | 497 | { |
498 | 498 | "cell_type": "code", |
499 | | - "execution_count": 5, |
| 499 | + "execution_count": 7, |
500 | 500 | "id": "1fbc06f1", |
501 | 501 | "metadata": {}, |
502 | 502 | "outputs": [ |
|
950 | 950 | "mean_surface_area 4062.285612 " |
951 | 951 | ] |
952 | 952 | }, |
953 | | - "execution_count": 5, |
| 953 | + "execution_count": 7, |
954 | 954 | "metadata": {}, |
955 | 955 | "output_type": "execute_result" |
956 | 956 | } |
|
969 | 969 | }, |
970 | 970 | { |
971 | 971 | "cell_type": "code", |
972 | | - "execution_count": 6, |
| 972 | + "execution_count": 8, |
973 | 973 | "id": "feae7c2a", |
974 | 974 | "metadata": {}, |
975 | 975 | "outputs": [ |
|
1129 | 1129 | "[3 rows x 88 columns]" |
1130 | 1130 | ] |
1131 | 1131 | }, |
1132 | | - "execution_count": 6, |
| 1132 | + "execution_count": 8, |
1133 | 1133 | "metadata": {}, |
1134 | 1134 | "output_type": "execute_result" |
1135 | 1135 | } |
|
1153 | 1153 | }, |
1154 | 1154 | { |
1155 | 1155 | "cell_type": "code", |
1156 | | - "execution_count": 7, |
| 1156 | + "execution_count": 9, |
1157 | 1157 | "id": "5ed06d9e", |
1158 | 1158 | "metadata": {}, |
1159 | 1159 | "outputs": [ |
1160 | 1160 | { |
1161 | 1161 | "name": "stderr", |
1162 | 1162 | "output_type": "stream", |
1163 | 1163 | "text": [ |
1164 | | - "/tmp/ipykernel_729112/1446931430.py:10: FutureWarning: \n", |
| 1164 | + "/tmp/ipykernel_97727/1446931430.py:10: FutureWarning: \n", |
1165 | 1165 | "\n", |
1166 | 1166 | "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n", |
1167 | 1167 | "\n", |
1168 | 1168 | " sns.boxplot(data=analysis_df, x=\"phenotype\", y=feature, ax=ax, palette=\"Set2\")\n", |
1169 | | - "/tmp/ipykernel_729112/1446931430.py:10: FutureWarning: \n", |
| 1169 | + "/tmp/ipykernel_97727/1446931430.py:10: FutureWarning: \n", |
1170 | 1170 | "\n", |
1171 | 1171 | "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n", |
1172 | 1172 | "\n", |
1173 | 1173 | " sns.boxplot(data=analysis_df, x=\"phenotype\", y=feature, ax=ax, palette=\"Set2\")\n", |
1174 | | - "/tmp/ipykernel_729112/1446931430.py:10: FutureWarning: \n", |
| 1174 | + "/tmp/ipykernel_97727/1446931430.py:10: FutureWarning: \n", |
1175 | 1175 | "\n", |
1176 | 1176 | "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n", |
1177 | 1177 | "\n", |
1178 | 1178 | " sns.boxplot(data=analysis_df, x=\"phenotype\", y=feature, ax=ax, palette=\"Set2\")\n", |
1179 | | - "/tmp/ipykernel_729112/1446931430.py:10: FutureWarning: \n", |
| 1179 | + "/tmp/ipykernel_97727/1446931430.py:10: FutureWarning: \n", |
1180 | 1180 | "\n", |
1181 | 1181 | "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n", |
1182 | 1182 | "\n", |
1183 | 1183 | " sns.boxplot(data=analysis_df, x=\"phenotype\", y=feature, ax=ax, palette=\"Set2\")\n", |
1184 | | - "/tmp/ipykernel_729112/1446931430.py:10: FutureWarning: \n", |
| 1184 | + "/tmp/ipykernel_97727/1446931430.py:10: FutureWarning: \n", |
1185 | 1185 | "\n", |
1186 | 1186 | "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n", |
1187 | 1187 | "\n", |
1188 | 1188 | " sns.boxplot(data=analysis_df, x=\"phenotype\", y=feature, ax=ax, palette=\"Set2\")\n", |
1189 | | - "/tmp/ipykernel_729112/1446931430.py:10: FutureWarning: \n", |
| 1189 | + "/tmp/ipykernel_97727/1446931430.py:10: FutureWarning: \n", |
1190 | 1190 | "\n", |
1191 | 1191 | "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n", |
1192 | 1192 | "\n", |
1193 | 1193 | " sns.boxplot(data=analysis_df, x=\"phenotype\", y=feature, ax=ax, palette=\"Set2\")\n", |
1194 | | - "/tmp/ipykernel_729112/1446931430.py:10: FutureWarning: \n", |
| 1194 | + "/tmp/ipykernel_97727/1446931430.py:10: FutureWarning: \n", |
1195 | 1195 | "\n", |
1196 | 1196 | "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n", |
1197 | 1197 | "\n", |
1198 | 1198 | " sns.boxplot(data=analysis_df, x=\"phenotype\", y=feature, ax=ax, palette=\"Set2\")\n", |
1199 | | - "/tmp/ipykernel_729112/1446931430.py:10: FutureWarning: \n", |
| 1199 | + "/tmp/ipykernel_97727/1446931430.py:10: FutureWarning: \n", |
1200 | 1200 | "\n", |
1201 | 1201 | "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n", |
1202 | 1202 | "\n", |
|
1245 | 1245 | }, |
1246 | 1246 | { |
1247 | 1247 | "cell_type": "code", |
1248 | | - "execution_count": 8, |
| 1248 | + "execution_count": 10, |
1249 | 1249 | "id": "0c0851b9", |
1250 | 1250 | "metadata": {}, |
1251 | 1251 | "outputs": [ |
|
1277 | 1277 | "ax.set_title(\"Spearman correlation\")\n", |
1278 | 1278 | "\n", |
1279 | 1279 | "plt.tight_layout()\n", |
1280 | | - "plt.savefig(\"./figures/correlation_heatmap.png\", dpi=300, bbox_inches=\"tight\")\n", |
| 1280 | + "plt.savefig(\"./figures/correlation_heatmap.svg\", bbox_inches=\"tight\")\n", |
1281 | 1281 | "plt.show()" |
1282 | 1282 | ] |
1283 | 1283 | }, |
1284 | 1284 | { |
1285 | 1285 | "cell_type": "code", |
1286 | | - "execution_count": 9, |
| 1286 | + "execution_count": 11, |
1287 | 1287 | "id": "5a177659", |
1288 | 1288 | "metadata": {}, |
1289 | 1289 | "outputs": [ |
|
1581 | 1581 | "35 std_diameter mean_segment_volume 0.809091" |
1582 | 1582 | ] |
1583 | 1583 | }, |
1584 | | - "execution_count": 9, |
| 1584 | + "execution_count": 11, |
1585 | 1585 | "metadata": {}, |
1586 | 1586 | "output_type": "execute_result" |
1587 | 1587 | } |
|
1604 | 1604 | }, |
1605 | 1605 | { |
1606 | 1606 | "cell_type": "code", |
1607 | | - "execution_count": 10, |
| 1607 | + "execution_count": 12, |
1608 | 1608 | "id": "858410e8", |
1609 | 1609 | "metadata": {}, |
1610 | 1610 | "outputs": [ |
|
1640 | 1640 | "ax.set_ylabel(\"\")\n", |
1641 | 1641 | "ax.grid(axis=\"x\", alpha=0.2)\n", |
1642 | 1642 | "plt.tight_layout()\n", |
1643 | | - "plt.savefig(\"./figures/feature_difference_anova.png\", dpi=300, bbox_inches=\"tight\")\n", |
| 1643 | + "plt.savefig(\"./figures/feature_difference_anova.svg\", bbox_inches=\"tight\")\n", |
1644 | 1644 | "plt.show()" |
1645 | 1645 | ] |
1646 | 1646 | }, |
1647 | 1647 | { |
1648 | 1648 | "cell_type": "code", |
1649 | | - "execution_count": 11, |
| 1649 | + "execution_count": 13, |
1650 | 1650 | "id": "174d8977", |
1651 | 1651 | "metadata": {}, |
1652 | 1652 | "outputs": [ |
|
1755 | 1755 | "9 mean_tortuosity 8.688907 6.952271e-04" |
1756 | 1756 | ] |
1757 | 1757 | }, |
1758 | | - "execution_count": 11, |
| 1758 | + "execution_count": 13, |
1759 | 1759 | "metadata": {}, |
1760 | 1760 | "output_type": "execute_result" |
1761 | 1761 | } |
|
1766 | 1766 | }, |
1767 | 1767 | { |
1768 | 1768 | "cell_type": "code", |
1769 | | - "execution_count": 21, |
| 1769 | + "execution_count": 14, |
1770 | 1770 | "id": "ed141974", |
1771 | 1771 | "metadata": {}, |
1772 | 1772 | "outputs": [ |
|
1895 | 1895 | "mean_tortuosity 1.097 ± 0.015 " |
1896 | 1896 | ] |
1897 | 1897 | }, |
1898 | | - "execution_count": 21, |
| 1898 | + "execution_count": 14, |
1899 | 1899 | "metadata": {}, |
1900 | 1900 | "output_type": "execute_result" |
1901 | 1901 | } |
|
1949 | 1949 | ], |
1950 | 1950 | "metadata": { |
1951 | 1951 | "kernelspec": { |
1952 | | - "display_name": "vesskel (3.14.6.final.0)", |
| 1952 | + "display_name": "vesskel (3.14.6)", |
1953 | 1953 | "language": "python", |
1954 | 1954 | "name": "python3" |
1955 | 1955 | }, |
|
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