From 6b582dff9519c50b187adedfe6c8dfb86907fb84 Mon Sep 17 00:00:00 2001
From: Dimitri Yatsenko <dimitri.yatsenko@gmail.com>
Date: Tue, 5 Mar 2024 16:18:51 -0600
Subject: [PATCH] clean up the work notebook

---
 examples/workbook.ipynb | 101 ++--------------------------------------
 1 file changed, 5 insertions(+), 96 deletions(-)

diff --git a/examples/workbook.ipynb b/examples/workbook.ipynb
index 41a8c3a..930d4ba 100644
--- a/examples/workbook.ipynb
+++ b/examples/workbook.ipynb
@@ -26,7 +26,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 2,
    "id": "9bc83088",
    "metadata": {},
    "outputs": [],
@@ -36,7 +36,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 3,
    "id": "e352f315",
    "metadata": {},
    "outputs": [],
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 4,
    "id": "e1b5e68d",
    "metadata": {},
    "outputs": [
@@ -67,7 +67,7 @@
        " 'zero_level': 86.30213578612849}"
       ]
      },
-     "execution_count": 18,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -86,7 +86,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 5,
    "id": "50f3d031",
    "metadata": {},
    "outputs": [
@@ -114,76 +114,6 @@
     "plt.ylabel('variance');"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "id": "91680fa0",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "beta = 0.5\n",
-    "input_max = 0x7FFF   \n",
-    "xx = (np.r_[:input_max + 1] - zero_level) / sensitivity  # input expressed in photon rates\n",
-    "zero_slope = 1 / beta / np.sqrt(3/8)  # slope for negative values\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "id": "da262dbc",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False,  True])"
-      ]
-     },
-     "execution_count": 32,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 45,
-   "id": "19bca6ae",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 48,
-   "id": "e324f531",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "73.9201639357969"
-      ]
-     },
-     "execution_count": 48,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "lookup_table.max()"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "5bac614e",
@@ -324,27 +254,6 @@
     "poisson_filter = PoissonCodec(zero_level, sensitivity)"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "5a29ae7a",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'int8'"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "poisson_filter.encoded_dtype"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 11,