From bb2fefd8c87cd9cf68d5787248d460064decbfd3 Mon Sep 17 00:00:00 2001 From: Zargham Date: Sun, 22 Jul 2018 22:16:23 -0400 Subject: [PATCH] a few more plots --- ABM - discounted integral voting.ipynb | 72 ++++++++++++++++++++++++-- 1 file changed, 69 insertions(+), 3 deletions(-) diff --git a/ABM - discounted integral voting.ipynb b/ABM - discounted integral voting.ipynb index 4dc53ba..258fea4 100644 --- a/ABM - discounted integral voting.ipynb +++ b/ABM - discounted integral voting.ipynb @@ -364,7 +364,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 30, "metadata": {}, "outputs": [ { @@ -373,7 +373,7 @@ "Text(0.5,0,'Number of Agents')" ] }, - "execution_count": 17, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, @@ -381,7 +381,7 @@ "data": { "image/png": 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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -395,6 +395,72 @@ "plt.xlabel(\"Number of Agents\")" ] }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5,0,'Number of Agents')" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.loglog(n, np.abs(true_best_param - param)/true_best_param, n, .1*np.ones(K,))\n", + "plt.title(\"Logscale absolute percent error\")\n", + "#plt.labels([\"error\", \"10% reference\"])\n", + "plt.xlabel(\"Number of Agents\")" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5,0,'Block')" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.loglog(range(K), np.abs(true_best_param - param)/true_best_param, range(K), .1*np.ones(K,))\n", + "plt.title(\"Logscale absolute percent error\")\n", + "#plt.labels([\"error\", \"10% reference\"])\n", + "plt.xlabel(\"Block\")" + ] + }, { "cell_type": "code", "execution_count": 18,