0.16.19

kriging update completed

Author: bartzbeielstein

RELEASE_NOTES.txt

@@ -1,6 +1,6 @@
-spotpython-0.16.16:
-
+spotpython-0.16.19:
 
+- kriging.py update completed
 
 spotpython-0.16.15:
 

notebooks/00_spotPython_tests.ipynb

@@ -6610,7 +6610,6 @@
    "source": [
     "from spotpython.build.kriging import Kriging\n",
     "import numpy as np\n",
-    "import matplotlib.pyplot as plt\n",
     "from numpy import linspace, arange\n",
     "rng = np.random.RandomState(1)\n",
     "X = linspace(start=0, stop=10, num=1_0).reshape(-1, 1)\n",
@@ -6640,8 +6639,7 @@
    "source": [
     "from spotpython.build.kriging import Kriging\n",
     "import numpy as np\n",
-    "import matplotlib.pyplot as plt\n",
-    "from numpy import linspace, arange, empty\n",
+    "    from numpy import linspace, arange, empty\n",
     "rng = np.random.RandomState(1)\n",
     "X = linspace(start=0, stop=10, num=10).reshape(-1, 1)\n",
     "y = np.squeeze(X * np.sin(X))\n",
@@ -6654,8 +6652,10 @@
     "s = empty(n, dtype=float)\n",
     "ei = empty(n, dtype=float)\n",
     "for i in range(n):\n",
-    "    x = X[i, :]\n",
-    "    y[i], s[i], ei[i] = S.predict_coded(x)\n",
+    "    y_coded, s_coded, ei_coded = S.predict_coded(X[i, :])\n",
+    "    y[i] = y_coded if np.isscalar(y_coded) else y_coded.item()\n",
+    "    s[i] = s_coded if np.isscalar(s_coded) else s_coded.item()\n",
+    "    ei[i] = ei_coded if np.isscalar(ei_coded) else ei_coded.item()\n",
     "print(f\"y: {y}\")\n",
     "print(f\"s: {s}\")\n",
     "print(f\"ei: {-1.0*ei}\")"
@@ -6670,9 +6670,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "S.psi: [[1.83156389e-02]\n",
+      " [4.13993772e-08]\n",
+      " [4.24835426e-18]]\n",
+      "Control value res: [[1.83156389e-02]\n",
+      " [4.13993772e-08]\n",
+      " [4.24835426e-18]]\n"
+     ]
+    }
+   ],
    "source": [
     "import numpy as np\n",
     "from spotpython.build.kriging import Kriging\n",

pyproject.toml

@@ -7,7 +7,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "spotpython"
-version = "0.16.18"
+version = "0.16.19"
 authors = [
   { name="T. Bartz-Beielstein", email="tbb@bartzundbartz.de" }
 ]