diff --git a/Exercise sheet 8/exercise_sheet_08.ipynb b/Exercise sheet 8/exercise_sheet_08.ipynb index e58c122..75cd3f4 100644 --- a/Exercise sheet 8/exercise_sheet_08.ipynb +++ b/Exercise sheet 8/exercise_sheet_08.ipynb @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 1, "id": "220d541e", "metadata": {}, "outputs": [], @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 2, "id": "5e4391a6", "metadata": { "deletable": false, @@ -302,7 +302,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 3, "id": "bcc7acba", "metadata": { "deletable": false, @@ -325,7 +325,7 @@ "True" ] }, - "execution_count": 15, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -561,7 +561,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 7, "id": "ee683060", "metadata": { "deletable": false, @@ -587,28 +587,36 @@ "# data gathering and storing in qgdimension.hdf5\n", "import h5py\n", "\n", - "max_distance = 15\n", + "max_distance = 30\n", + "def expected_distance(V, adj, max_distance=30):\n", + " '''\n", + " Calculates the expectation value of the distance profile given the amount\n", + " of vertices V, an array of adjacencies for a triangulation sample,\n", + " and max_distance as upper limit for the summation for the expectation value.\n", + " '''\n", + " return 1/V*vertex_distance_profile(adj,max_distance)@np.arange(max_distance)\n", "\n", "with h5py.File(\"qgdimension.hdf5\", \"a\") as f:\n", " if not \"num-vertices\" in f:\n", " f.create_dataset(\"num-vertices\",data=num_vertices)\n", " \n", " for model in models:\n", - " models_key = f\"distance-profiles-{model}\"\n", + " models_key = f\"expectation-graph-distance-{model}\"\n", " if not models_key in f:\n", - " graph_distance_expectations = np.zeros((len(num_vertices), measurements, max_distance))\n", + " graph_distance_expectations = np.zeros((len(num_vertices), measurements))\n", " for idx_N, N in enumerate(num_vertices):\n", + " V = (N + 4)/2\n", " for idx_measurement in range(measurements):\n", " adj = generate_random_triangulation(N, model)\n", - " distance_profile = vertex_distance_profile(adj,max_distance)\n", - " graph_distance_expectations[idx_N][idx_measurement] = distance_profile\n", + " expectation = expected_distance(V, adj, max_distance)\n", + " graph_distance_expectations[idx_N][idx_measurement] = expectation\n", "\n", " f.create_dataset(models_key,data=graph_distance_expectations)" ] }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 8, "id": "351f7a01", "metadata": { "deletable": false, @@ -625,40 +633,9 @@ } }, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[[ 1. 1. 9. ... 0. 0. 0.]\n", - " [ 1. 4. 11. ... 0. 0. 0.]\n", - " [ 1. 1. 10. ... 0. 0. 0.]\n", - " ...\n", - " [ 1. 1. 9. ... 0. 0. 0.]\n", - " [ 1. 3. 8. ... 0. 0. 0.]\n", - " [ 1. 3. 12. ... 0. 0. 0.]]\n", - "()\n" - ] - }, - { - "ename": "ValueError", - "evalue": "matmul: Input operand 0 does not have enough dimensions (has 0, gufunc core with signature (n?,k),(k,m?)->(n?,m?) requires 1)", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [31]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m idx_V, V \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(num_vertices):\n\u001b[1;32m 35\u001b[0m \u001b[38;5;28mprint\u001b[39m(profiles[model][idx_V])\n\u001b[0;32m---> 36\u001b[0m mu[idx_V], err[idx_V] \u001b[38;5;241m=\u001b[39m \u001b[43mbatch_estimate\u001b[49m\u001b[43m(\u001b[49m\u001b[43mprofiles\u001b[49m\u001b[43m[\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m]\u001b[49m\u001b[43m[\u001b[49m\u001b[43midx_V\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 37\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43;01mlambda\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mdistance_profile\u001b[49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43m[\u001b[49m\u001b[43mexpected_distance\u001b[49m\u001b[43m(\u001b[49m\u001b[43mV\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmax_distance\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mdistance_profile\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 38\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m20\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 40\u001b[0m fitfunc \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mlambda\u001b[39;00m V, c, d_H: c\u001b[38;5;241m*\u001b[39mV\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m(\u001b[38;5;241m1\u001b[39m\u001b[38;5;241m/\u001b[39md_H)\n\u001b[1;32m 41\u001b[0m popt, pcov \u001b[38;5;241m=\u001b[39m curve_fit(fitfunc, num_vertices, mu, sigma\u001b[38;5;241m=\u001b[39merr)\n", - "Input \u001b[0;32mIn [14]\u001b[0m, in \u001b[0;36mbatch_estimate\u001b[0;34m(data, observable, k)\u001b[0m\n\u001b[1;32m 170\u001b[0m \u001b[38;5;124;03m'''Devide data into k batches and apply the function observable to each.\u001b[39;00m\n\u001b[1;32m 171\u001b[0m \u001b[38;5;124;03mReturns the mean and standard error.'''\u001b[39;00m\n\u001b[1;32m 172\u001b[0m batches \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mreshape(data,(k,\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m))\n\u001b[0;32m--> 173\u001b[0m values \u001b[38;5;241m=\u001b[39m \u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply_along_axis\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobservable\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbatches\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 174\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m np\u001b[38;5;241m.\u001b[39mmean(values), np\u001b[38;5;241m.\u001b[39mstd(values)\u001b[38;5;241m/\u001b[39mnp\u001b[38;5;241m.\u001b[39msqrt(k\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m)\n", - "File \u001b[0;32m<__array_function__ internals>:5\u001b[0m, in \u001b[0;36mapply_along_axis\u001b[0;34m(*args, **kwargs)\u001b[0m\n", - "File \u001b[0;32m/opt/jupyter-conda/lib/python3.9/site-packages/numpy/lib/shape_base.py:379\u001b[0m, in \u001b[0;36mapply_along_axis\u001b[0;34m(func1d, axis, arr, *args, **kwargs)\u001b[0m\n\u001b[1;32m 375\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mStopIteration\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m 376\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 377\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCannot apply_along_axis when any iteration dimensions are 0\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 378\u001b[0m ) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;28mNone\u001b[39m\n\u001b[0;32m--> 379\u001b[0m res \u001b[38;5;241m=\u001b[39m asanyarray(\u001b[43mfunc1d\u001b[49m\u001b[43m(\u001b[49m\u001b[43minarr_view\u001b[49m\u001b[43m[\u001b[49m\u001b[43mind0\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[1;32m 381\u001b[0m \u001b[38;5;66;03m# build a buffer for storing evaluations of func1d.\u001b[39;00m\n\u001b[1;32m 382\u001b[0m \u001b[38;5;66;03m# remove the requested axis, and add the new ones on the end.\u001b[39;00m\n\u001b[1;32m 383\u001b[0m \u001b[38;5;66;03m# laid out so that each write is contiguous.\u001b[39;00m\n\u001b[1;32m 384\u001b[0m \u001b[38;5;66;03m# for a tuple index inds, buff[inds] = func1d(inarr_view[inds])\u001b[39;00m\n\u001b[1;32m 385\u001b[0m buff \u001b[38;5;241m=\u001b[39m zeros(inarr_view\u001b[38;5;241m.\u001b[39mshape[:\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m] \u001b[38;5;241m+\u001b[39m res\u001b[38;5;241m.\u001b[39mshape, res\u001b[38;5;241m.\u001b[39mdtype)\n", - "Input \u001b[0;32mIn [31]\u001b[0m, in \u001b[0;36m\u001b[0;34m(distance_profile)\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m idx_V, V \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(num_vertices):\n\u001b[1;32m 35\u001b[0m \u001b[38;5;28mprint\u001b[39m(profiles[model][idx_V])\n\u001b[1;32m 36\u001b[0m mu[idx_V], err[idx_V] \u001b[38;5;241m=\u001b[39m batch_estimate(profiles[model][idx_V],\n\u001b[0;32m---> 37\u001b[0m \u001b[38;5;28;01mlambda\u001b[39;00m distance_profile: [expected_distance(V, data, max_distance) \u001b[38;5;28;01mfor\u001b[39;00m data \u001b[38;5;129;01min\u001b[39;00m distance_profile],\n\u001b[1;32m 38\u001b[0m \u001b[38;5;241m20\u001b[39m)\n\u001b[1;32m 40\u001b[0m fitfunc \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mlambda\u001b[39;00m V, c, d_H: c\u001b[38;5;241m*\u001b[39mV\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m(\u001b[38;5;241m1\u001b[39m\u001b[38;5;241m/\u001b[39md_H)\n\u001b[1;32m 41\u001b[0m popt, pcov \u001b[38;5;241m=\u001b[39m curve_fit(fitfunc, num_vertices, mu, sigma\u001b[38;5;241m=\u001b[39merr)\n", - "Input \u001b[0;32mIn [31]\u001b[0m, in \u001b[0;36m\u001b[0;34m(.0)\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m idx_V, V \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(num_vertices):\n\u001b[1;32m 35\u001b[0m \u001b[38;5;28mprint\u001b[39m(profiles[model][idx_V])\n\u001b[1;32m 36\u001b[0m mu[idx_V], err[idx_V] \u001b[38;5;241m=\u001b[39m batch_estimate(profiles[model][idx_V],\n\u001b[0;32m---> 37\u001b[0m \u001b[38;5;28;01mlambda\u001b[39;00m distance_profile: [\u001b[43mexpected_distance\u001b[49m\u001b[43m(\u001b[49m\u001b[43mV\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmax_distance\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mfor\u001b[39;00m data \u001b[38;5;129;01min\u001b[39;00m distance_profile],\n\u001b[1;32m 38\u001b[0m \u001b[38;5;241m20\u001b[39m)\n\u001b[1;32m 40\u001b[0m fitfunc \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mlambda\u001b[39;00m V, c, d_H: c\u001b[38;5;241m*\u001b[39mV\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m(\u001b[38;5;241m1\u001b[39m\u001b[38;5;241m/\u001b[39md_H)\n\u001b[1;32m 41\u001b[0m popt, pcov \u001b[38;5;241m=\u001b[39m curve_fit(fitfunc, num_vertices, mu, sigma\u001b[38;5;241m=\u001b[39merr)\n", - "Input \u001b[0;32mIn [31]\u001b[0m, in \u001b[0;36mexpected_distance\u001b[0;34m(V, distance_profile, max_distance)\u001b[0m\n\u001b[1;32m 14\u001b[0m \u001b[38;5;124;03m'''\u001b[39;00m\n\u001b[1;32m 15\u001b[0m \u001b[38;5;124;03mCalculates the expectation value of the distance profile given the amount\u001b[39;00m\n\u001b[1;32m 16\u001b[0m \u001b[38;5;124;03mof vertices V, an array distance_profiles of length max_distance,\u001b[39;00m\n\u001b[1;32m 17\u001b[0m \u001b[38;5;124;03mand max_distance as upper limit for the summation for the expectation value.\u001b[39;00m\n\u001b[1;32m 18\u001b[0m \u001b[38;5;124;03m'''\u001b[39;00m\n\u001b[1;32m 19\u001b[0m \u001b[38;5;28mprint\u001b[39m(distance_profile\u001b[38;5;241m.\u001b[39mshape)\n\u001b[0;32m---> 20\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;241;43m1\u001b[39;49m\u001b[38;5;241;43m/\u001b[39;49m\u001b[43mV\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mdistance_profile\u001b[49m\u001b[38;5;129;43m@np\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43marange\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmax_distance\u001b[49m\u001b[43m)\u001b[49m\n", - "\u001b[0;31mValueError\u001b[0m: matmul: Input operand 0 does not have enough dimensions (has 0, gufunc core with signature (n?,k),(k,m?)->(n?,m?) requires 1)" - ] - }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -682,18 +659,9 @@ "\n", "d_H_list = {}\n", "\n", - "def expected_distance(V, distance_profile, max_distance=30):\n", - " '''\n", - " Calculates the expectation value of the distance profile given the amount\n", - " of vertices V, an array distance_profiles of length max_distance,\n", - " and max_distance as upper limit for the summation for the expectation value.\n", - " '''\n", - " print(distance_profile.shape)\n", - " return 1/V*distance_profile@np.arange(max_distance)\n", - "\n", "with h5py.File(\"qgdimension.hdf5\", \"r\") as f:\n", " num_vertices = np.array(f[\"num-vertices\"])\n", - " profiles = {model: np.array(f[f\"distance-profiles-{model}\"]) for model in models}\n", + " expectations = {model: np.array(f[f\"expectation-graph-distance-{model}\"]) for model in models}\n", " \n", " fig, axs = plt.subplots(2, 2, figsize=(12, 8))\n", " axs = axs.ravel()\n", @@ -701,22 +669,18 @@ " \n", " for idx_model, model in enumerate(models):\n", " # Calculate mean and standard deviation of the expectations.\n", - " mu = np.zeros(len(num_vertices))\n", - " err = np.zeros(len(num_vertices))\n", - " for idx_V, V in enumerate(num_vertices):\n", - " print(profiles[model][idx_V])\n", - " mu[idx_V], err[idx_V] = batch_estimate(profiles[model][idx_V],\n", - " lambda distance_profile: [expected_distance(V, data, max_distance) for data in distance_profile],\n", - " 20)\n", + " # TODO: Look at whether I store the right data and do the right calculations.\n", + " mu = np.mean(expectations[model], 1)\n", + " sigma = np.std(expectations[model], 1)/np.sqrt(len(expectations[model]) - 1)\n", "\n", " fitfunc = lambda V, c, d_H: c*V**(1/d_H)\n", - " popt, pcov = curve_fit(fitfunc, num_vertices, mu, sigma=err)\n", + " popt, pcov = curve_fit(fitfunc, num_vertices, mu, sigma=sigma)\n", " d_H_list[model] = popt[1]\n", " num_vertices_fit = np.linspace(np.min(num_vertices)/2, np.max(num_vertices)*2, 1000)\n", "\n", " ax = axs[idx_model]\n", " ax.set_title(f\"{model_names[model]} ({model})\")\n", - " ax.errorbar(num_vertices, mu, err, label=\"Monte Carlo\",\n", + " ax.errorbar(num_vertices, mu, sigma, label=\"Monte Carlo\",\n", " fmt='.', markersize=10, capsize=4)\n", " ax.plot(num_vertices_fit, fitfunc(num_vertices_fit, *popt),\n", " label=r\"fit: $c = {:.2f}$, $d_H = {:.2f}$\".format(*popt))\n", @@ -775,7 +739,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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" ] @@ -823,38 +787,32 @@ } ], "source": [ - "equilibration_sweeps = 500\n", - "measurement_sweeps = 2\n", - "measurements = 200\n", - "\n", "max_distance = 15\n", "\n", "for model in models:\n", " d_H = d_H_list[model]\n", " \n", - " # Code mostly copied from lecture 8.\n", - " mean_profiles = []\n", - " for size in sizes:\n", - " #adj = generate_random_triangulation(size, model)\n", - " #perform_sweeps(adj,equilibration_sweeps)\n", - " profiles = []\n", - " for _ in range(measurements):\n", - " #perform_sweeps(adj,measurement_sweeps)\n", - " adj = generate_random_triangulation(size, model)\n", - " profiles.append(vertex_distance_profile(adj,max_distance))\n", - " mean_profiles.append([batch_estimate(data,np.mean,20) for data in np.transpose(profiles)])\n", + " with h5py.File(\"qgdimension.hdf5\", \"a\") as f:\n", + " mean_profiles_key = f\"mean-profiles-{model}\"\n", + " profiles_key = f\"profiles-{model}\"\n", + " if not mean_profiles_key in f or not profiles_key in f:\n", + " # Recalculate the profiles as the data stored in the previous exercise is insufficient.\n", + " mean_profiles = []\n", + " for size in sizes:\n", + " profiles = []\n", + " for _ in range(measurements):\n", + " adj = generate_random_triangulation(size, model)\n", + " profiles.append(vertex_distance_profile(adj,max_distance))\n", + " mean_profiles.append([batch_estimate(data,np.mean,20) for data in np.transpose(profiles)])\n", "\n", - " #for profile in mean_profiles:\n", - " # plt.plot([y[0] for y in profile])\n", - " #for profile in mean_profiles:\n", - " # plt.fill_between(range(len(profile)),\n", - " # [y[0]-y[1] for y in profile],[y[0]+y[1] for y in profile],alpha=0.2)\n", - " #plt.legend(num_vertices, title=\"V\")\n", - " #plt.xlabel(\"x\")\n", - " #plt.ylabel(r\"$\\mathbb{E}[\\rho_T(r)]$\")\n", - " #plt.title(\"Mean distance profile (errors shown as shaded regions)\")\n", - " #plt.show()\n", + " f.create_dataset(mean_profiles_key,data=mean_profiles)\n", + " f.create_dataset(profiles_key,data=profiles)\n", + " \n", + " else:\n", + " mean_profiles = np.array(f[mean_profiles_key])\n", + " profiles = np.array(f[profiles_key])\n", "\n", + " # Plot the collapse plots.\n", " for i, profile in enumerate(mean_profiles):\n", " rvals = np.arange(len(profile))\n", " plt.plot(rvals/num_vertices[i]**(1/d_H),\n", diff --git a/Exercise sheet 8/qgdimension.hdf5 b/Exercise sheet 8/qgdimension.hdf5 index 18f5272..63c74c3 100644 Binary files a/Exercise sheet 8/qgdimension.hdf5 and b/Exercise sheet 8/qgdimension.hdf5 differ