diff --git a/docs/tutorials/Modifying_Priors.ipynb b/docs/tutorials/Modifying_Priors.ipynb
index ed8acb3e..e7f8e41a 100644
--- a/docs/tutorials/Modifying_Priors.ipynb
+++ b/docs/tutorials/Modifying_Priors.ipynb
@@ -22,7 +22,7 @@
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
@@ -43,22 +43,22 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 21,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- " epoch object quant1 quant1_err ... quant12_corr quant_type instrument\n",
- "-------------- ------ ------ ---------- ... ------------ ---------- ----------\n",
- " 55645.95 1 2479.0 16.0 ... nan seppa defsp\n",
- " 55702.89 1 2483.0 8.0 ... nan seppa defsp\n",
- " 55785.015 1 2481.0 33.0 ... nan seppa defsp\n",
- " 55787.935 1 2448.0 24.0 ... nan seppa defsp\n",
- "55985.19400184 1 2483.0 15.0 ... nan seppa defsp\n",
- "56029.11400323 1 2487.0 8.0 ... nan seppa defsp\n",
- "56072.30200459 1 2499.0 26.0 ... nan seppa defsp\n"
+ " epoch object quant1 quant1_err quant2 quant2_err quant12_corr quant_type instrument\n",
+ "-------------- ------ ------ ---------- ------ ---------- ------------ ---------- ----------\n",
+ " 55645.95 1 2479.0 16.0 327.94 0.39 nan seppa defsp\n",
+ " 55702.89 1 2483.0 8.0 327.45 0.19 nan seppa defsp\n",
+ " 55785.015 1 2481.0 33.0 326.84 0.94 nan seppa defsp\n",
+ " 55787.935 1 2448.0 24.0 325.82 0.66 nan seppa defsp\n",
+ "55985.19400184 1 2483.0 15.0 326.46 0.36 nan seppa defsp\n",
+ "56029.11400323 1 2487.0 8.0 326.54 0.18 nan seppa defsp\n",
+ "56072.30200459 1 2499.0 26.0 326.14 0.61 nan seppa defsp\n"
]
}
],
@@ -79,7 +79,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
@@ -111,7 +111,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 23,
"metadata": {},
"outputs": [
{
@@ -144,7 +144,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 24,
"metadata": {},
"outputs": [
{
@@ -177,7 +177,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 32,
"metadata": {},
"outputs": [
{
@@ -211,7 +211,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 8,
"metadata": {},
"outputs": [
{
@@ -266,7 +266,851 @@
{
"data": {
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",
- "image/svg+xml": "\n\n\n\n",
+ "image/svg+xml": [
+ "\n",
+ "\n",
+ "\n",
+ "\n"
+ ],
"text/plain": [
"