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Commit 302725bd authored by Mark Daoust's avatar Mark Daoust
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samples/core/tutorials/keras/basic_regression.ipynb
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...@@ -5,8 +5,6 @@ ...@@ -5,8 +5,6 @@
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...@@ -34,12 +32,7 @@ ...@@ -34,12 +32,7 @@
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...@@ -62,12 +55,7 @@ ...@@ -62,12 +55,7 @@
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...@@ -144,12 +132,7 @@ ...@@ -144,12 +132,7 @@
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...@@ -179,12 +162,7 @@ ...@@ -179,12 +162,7 @@
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...@@ -291,12 +259,7 @@ ...@@ -291,12 +259,7 @@
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...@@ -327,12 +290,7 @@ ...@@ -327,12 +290,7 @@
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...@@ -450,12 +398,7 @@ ...@@ -450,12 +398,7 @@
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...@@ -604,18 +532,35 @@ ...@@ -604,18 +532,35 @@
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"test_predictions = model.predict(test_data).flatten()\n", "test_predictions = model.predict(test_data).flatten()\n",
"\n", "\n",
"print(test_predictions)" "plt.scatter(test_labels, test_predictions)\n",
"plt.xlabel('True Values [1000$]')\n",
"plt.ylabel('Predictions [1000$]')\n",
"plt.axis('equal')\n",
"plt.xlim(plt.xlim())\n",
"plt.ylim(plt.ylim())\n",
"_ = plt.plot([-100, 100],[-100,100])\n"
],
"execution_count": 0,
"outputs": []
},
{
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"source": [
"error = test_predictions - test_labels\n",
"plt.hist(error, bins = 50)\n",
"plt.xlabel(\"Prediction Error [1000$]\")\n",
"_ = plt.ylabel(\"Count\")"
], ],
"execution_count": 0, "execution_count": 0,
"outputs": [] "outputs": []
......
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