From f9eb540012c110b5cb06db7e13efb14239b69471 Mon Sep 17 00:00:00 2001
From: Roger Wolf <roger.wolf@kit.edu>
Date: Mon, 21 Oct 2024 22:36:43 +0200
Subject: [PATCH] cleanup of tools

---
 Resonanz/tools/resonance.ipynb | 51 ++--------------------------------
 Resonanz/tools/swing.ipynb     |  2 +-
 2 files changed, 3 insertions(+), 50 deletions(-)

diff --git a/Resonanz/tools/resonance.ipynb b/Resonanz/tools/resonance.ipynb
index ac4ee7a..7fb5d20 100644
--- a/Resonanz/tools/resonance.ipynb
+++ b/Resonanz/tools/resonance.ipynb
@@ -25,57 +25,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": null,
    "id": "edc41a5d-2c39-4391-8f25-3a8a3a0e3271",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "###############\n",
-      "# Fit Results #\n",
-      "###############\n",
-      "\n",
-      "    Model Parameters\n",
-      "    ================\n",
-      "\n",
-      "        k = 0.873 +/- 0.048\n",
-      "        omega0 = 3.3756 +/- 0.0063\n",
-      "        lambda0 = -0.0639 +/- 0.0093\n",
-      "\n",
-      "    Model Parameter Correlations\n",
-      "    ============================\n",
-      "\n",
-      "                 k        omega0   lambda0\n",
-      "                 =======  =======  =======\n",
-      "        k        1.0      0.2624   -0.7683\n",
-      "        omega0   0.2624   1.0      -0.4319\n",
-      "        lambda0  -0.7683  -0.4319  1.0    \n",
-      "\n",
-      "    Cost Function\n",
-      "    =============\n",
-      "\n",
-      "        Cost function: chi-square (with covariance matrix)\n",
-      "\n",
-      "        chi2 / ndf = 13.08 / 10 = 1.308\n",
-      "\n",
-      "        chi2 probability = 0.220\n",
-      "\n",
-      "OrderedDict({'k': np.float64(0.8729181747989906), 'omega0': np.float64(3.375592203784703), 'lambda0': np.float64(-0.06393978582236191)})\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x500 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "import numpy as np\n",
     "from kafe2 import XYContainer\n",
diff --git a/Resonanz/tools/swing.ipynb b/Resonanz/tools/swing.ipynb
index 8311df7..88f95d2 100644
--- a/Resonanz/tools/swing.ipynb
+++ b/Resonanz/tools/swing.ipynb
@@ -61,7 +61,7 @@
    "outputs": [],
    "source": [
     "import numpy as np\n",
-    "from PhyPraKit.PhyPraKit.phyTools import labxParser\n",
+    "from PhyPraKit.phyTools import labxParser\n",
     "\n",
     "# Read data from CASSY; \n",
     "# column_names: hosts the column names; \n",
-- 
GitLab