diff --git a/Tuto-GUDHI-cubical-complexes.ipynb b/Tuto-GUDHI-cubical-complexes.ipynb index 323f979..5ca2be4 100644 --- a/Tuto-GUDHI-cubical-complexes.ipynb +++ b/Tuto-GUDHI-cubical-complexes.ipynb @@ -3,7 +3,10 @@ { "cell_type": "markdown", "metadata": { - "collapsed": true + "collapsed": true, + "jupyter": { + "outputs_hidden": true + } }, "source": [ "# TDA with Python using the Gudhi Library \n", @@ -81,14 +84,12 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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\n", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -127,7 +126,7 @@ "sns.kdeplot(\n", " x = crater[:, 0], \n", " y = crater[:, 1], \n", - " shade = True, \n", + " fill = True, \n", " cmap = \"PuBu\", \n", " bw_method = .3\n", ");" @@ -149,7 +148,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -168,7 +167,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -185,7 +184,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -201,14 +200,14 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "3.2652121885802146 26.527204685017267\n" + "3.265212188580234 26.527204685017296\n" ] } ], @@ -232,14 +231,11 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ - "cc_density_crater = gd.CubicalComplex(\n", - " dimensions = [nx ,ny], \n", - " top_dimensional_cells = filt_values\n", - ")" + "cc_density_crater = gd.CubicalComplex(top_dimensional_cells = filt_values.reshape([nx ,ny]))" ] }, { @@ -251,7 +247,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -260,7 +256,7 @@ "gudhi.cubical_complex.CubicalComplex" ] }, - "execution_count": 22, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -278,7 +274,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -287,7 +283,7 @@ "2" ] }, - "execution_count": 23, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -298,7 +294,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -307,7 +303,7 @@ "160801" ] }, - "execution_count": 24, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -320,7 +316,7 @@ "metadata": { "anaconda-cloud": {}, "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -334,7 +330,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.11.0" }, "toc": { "base_numbering": 1, @@ -351,5 +347,5 @@ } }, "nbformat": 4, - "nbformat_minor": 1 + "nbformat_minor": 4 }