docs: new tutorial for advanced alias sampling examples and aggregati…

…on function Co-authored-by: mstechly <[email protected]>
PsiQ · Aug 23, 2024 · 4a3d789 · 4a3d789
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diff --git a/docs/images/usp.png b/docs/images/usp.png
diff --git a/docs/tutorials/02_alias_sampling_basic.ipynb b/docs/tutorials/02_alias_sampling_basic.ipynb
@@ -107,7 +107,7 @@
     "        {\n",
     "            \"name\": \"T_gates\",\n",
     "            \"type\": \"additive\",\n",
-    "            \"value\": \"8*(ceil(log_2(L/(2 ** multiplicity(2,L))))-1)\",\n",
+    "            \"value\": \"8*(ceiling(log_2(L/(2 ** multiplicity(2,L))))-1)\",\n",
     "        },\n",
     "        {\"name\": \"rotations\", \"type\": \"additive\", \"value\": \"2\"},\n",
     "    ],\n",
@@ -246,7 +246,7 @@
    "id": "3eb5233e-d6da-43dd-b716-4315fc1a7b79",
    "metadata": {},
    "source": [
-    "We follow the same naming convention in all the subroutines to make things easier to follow. But in swap, we decided to use `X` instead of `R=ceil(log_2(L))`. Why? \n",
+    "We follow the same naming convention in all the subroutines to make things easier to follow. But in swap, we decided to use `X` instead of `R=ceiling(log_2(L))`. Why? \n",
     "\n",
     "It shows, that we can use whatever naming we want for any particular subroutine – we don't need to stick to one convention in all the subroutines. This is what you would often want to do in practice. If you would like to reuse this controlled swap in some other algorithm, a generic `X` is a much better choice than a very specific `R`."
    ]

diff --git a/docs/tutorials/03_advanced_examples.ipynb b/docs/tutorials/03_advanced_examples.ipynb
diff --git a/docs/tutorials/index.md b/docs/tutorials/index.md
@@ -1,8 +1,9 @@
 # Introduction
 
-We currently have two tutorials for `bartiq`:
+We currently have three tutorials for `bartiq`:
 
 - [Basic example](01_basic_example.ipynb)
 - [Alias Sampling basic](02_alias_sampling_basic.ipynb)
+- [Advanced examples](03_advanced_examples.ipynb)
 
 They have been designed to gradually introduce you to the concepts we use in `bartiq`, so we recommend to go through them in order.