From c0d1b36a94590da1610b1e597c81b3efd28d1b97 Mon Sep 17 00:00:00 2001 From: itskalvik Date: Mon, 16 Sep 2024 11:52:43 -0400 Subject: [PATCH] Update figures with correct aspect ratio --- examples/IPP.ipynb | 41 +++++++++++++++++++++++++---------------- sgptools/utils/misc.py | 1 + 2 files changed, 26 insertions(+), 16 deletions(-) diff --git a/examples/IPP.ipynb b/examples/IPP.ipynb index e395776..f2067f9 100644 --- a/examples/IPP.ipynb +++ b/examples/IPP.ipynb @@ -52,17 +52,17 @@ "╒═════════════════════════╤═══════════╤══════════════════╤═════════╤═════════════╤═════════╤═════════╤═════════════════════╕\n", "│ name │ class │ transform │ prior │ trainable │ shape │ dtype │ value │\n", "╞═════════════════════════╪═══════════╪══════════════════╪═════════╪═════════════╪═════════╪═════════╪═════════════════════╡\n", - "│ GPR.kernel.variance │ Parameter │ Softplus │ │ True │ () │ float64 │ 0.8174692377363296 │\n", + "│ GPR.kernel.variance │ Parameter │ Softplus │ │ True │ () │ float64 │ 0.6576268242419765 │\n", "├─────────────────────────┼───────────┼──────────────────┼─────────┼─────────────┼─────────┼─────────┼─────────────────────┤\n", - "│ GPR.kernel.lengthscales │ Parameter │ Softplus │ │ True │ (2,) │ float64 │ [2.54344 2.7854 ] │\n", + "│ GPR.kernel.lengthscales │ Parameter │ Softplus │ │ True │ (2,) │ float64 │ [2.95895 2.25221] │\n", "├─────────────────────────┼───────────┼──────────────────┼─────────┼─────────────┼─────────┼─────────┼─────────────────────┤\n", - "│ GPR.likelihood.variance │ Parameter │ Softplus + Shift │ │ True │ () │ float64 │ 0.02103181823767045 │\n", + "│ GPR.likelihood.variance │ Parameter │ Softplus + Shift │ │ True │ () │ float64 │ 0.02576014673391919 │\n", "╘═════════════════════════╧═══════════╧══════════════════╧═════════╧═════════════╧═════════╧═════════╧═════════════════════╛\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -79,7 +79,7 @@ "_, noise_variance, kernel = get_model_params(X_train, y_train, \n", " lengthscales=[1.0, 1.0], \n", " optimizer='scipy')\n", - "plt.scatter(X[:, 0], X[:, 1], c=y)\n", + "plt.scatter(X[:, 0], X[:, 1], c=y, cmap='jet')\n", "plt.title(\"Ground Truth\")\n", "plt.xlabel('X')\n", "plt.ylabel('Y')\n", @@ -91,7 +91,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Offline Single-Robot IPP with Point Sensing" + "# Single-Robot IPP with Point Sensing" ] }, { @@ -101,7 +101,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -144,7 +144,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Offline Single-Robot IPP with Continuous Sensing" + "# Single-Robot IPP with Continuous Sensing" ] }, { @@ -154,7 +154,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -199,7 +199,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Offline Single-Robot IPP with Continuous Non-point FoV Sensor" + "# Single-Robot IPP with Continuous Non-point FoV Sensor" ] }, { @@ -209,7 +209,17 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -257,15 +267,14 @@ " title=\"Offline Single-Robot IPP with Continuous Sensing\")\n", "sgp_sol_sp = sgpr.inducing_variable.Z\n", "sgp_sol_sp = sgpr.transform.expand(sgp_sol_sp,).numpy()\n", - "plt.scatter(sgp_sol_sp[:, 0], sgp_sol_sp[:, 1], s=10, c='r')\n", - "plt.gca().set_aspect('equal')" + "plt.scatter(sgp_sol_sp[:, 0], sgp_sol_sp[:, 1], s=10, c='r')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "# Offline Multi-Robot IPP with Continuous Sensing and a Distance Budget" + "# Multi-Robot IPP with Continuous Sensing and a Distance Budget" ] }, { @@ -277,12 +286,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "Distances: [30.00000006 29.99999977 30.00000037]\n" + "Distances: [30. 29.9984054 29.98115566]\n" ] }, { "data": { - "image/png": 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", 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", 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" ] diff --git a/sgptools/utils/misc.py b/sgptools/utils/misc.py index ada5578..bc8c40e 100644 --- a/sgptools/utils/misc.py +++ b/sgptools/utils/misc.py @@ -86,6 +86,7 @@ def plot_paths(paths, candidates=None, title=None): plt.legend(bbox_to_anchor=(1.0, 1.02)) if title is not None: plt.title(title) + plt.gca().set_aspect('equal') plt.xlabel('X') plt.ylabel('Y')