diff --git a/analysis/hf_reanalysis/reanalysis.ipynb b/analysis/hf_reanalysis/reanalysis.ipynb
index 898f2929e..461468ce7 100644
--- a/analysis/hf_reanalysis/reanalysis.ipynb
+++ b/analysis/hf_reanalysis/reanalysis.ipynb
@@ -8,14 +8,22 @@
"outputs": [],
"source": [
"from typing import List, Dict\n",
+ "from functools import partial\n",
"\n",
- "import numpy as np\n",
- "import plotly.graph_objects as go"
+ "from tqdm import tqdm\n",
+ "\n",
+ "import autograd.numpy as np\n",
+ "from autograd import grad\n",
+ "from scipy.optimize import minimize\n",
+ "import plotly.graph_objects as go\n",
+ "\n",
+ "import plotly.io as pio\n",
+ "pio.renderers.default='notebook'"
]
},
{
"cell_type": "markdown",
- "id": "a5b7c06f",
+ "id": "c9e3d5ed",
"metadata": {},
"source": [
"# Raw Data"
@@ -24,7 +32,7 @@
{
"cell_type": "code",
"execution_count": 2,
- "id": "da35baa6",
+ "id": "60a4f745",
"metadata": {},
"outputs": [],
"source": [
@@ -513,7 +521,7 @@
{
"cell_type": "code",
"execution_count": 3,
- "id": "04580464",
+ "id": "f850551f",
"metadata": {},
"outputs": [],
"source": [
@@ -584,7 +592,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 4,
"id": "969c0e98",
"metadata": {
"scrolled": false
@@ -592,2103 +600,39 @@
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