fix docs

esa · Oct 28, 2023 · 68c3659 · 68c3659
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diff --git a/doc/index.md b/doc/index.md
@@ -7,16 +7,12 @@ dSGP4 Documentation
 The authors are [Giacomo Acciarini](https://www.esa.int/gsp/ACT/team/giacomo_acciarini/), [Atılım Güneş Baydin](https://gbaydin.github.io/), [Dario Izzo](https://www.esa.int/gsp/ACT/team/dario_izzo/). The main developer is Giacomo Acciarini ([email protected]).
 
 ```{toctree}
-:maxdepth: 1
-:caption: Getting started
+:maxdepth: 2
+:caption: Contents
 
 install
 capabilities
 credits
-
-:maxdepth: 2
-:caption: Contents
-    
-api
 tutorials
+api
 ```
diff --git a/doc/notebooks/gradient_based_optimization.ipynb b/doc/notebooks/gradient_based_optimization.ipynb
@@ -5,8 +5,9 @@
    "id": "c40d45ab",
    "metadata": {},
    "source": [
-    "# Problem description\n",
+    "# Gradient Based Optimization\n",
     "\n",
+    "## Problem description:\n",
     "We have a TLE at a given time, which we call TLE$_{0}$, and we look for a TLE at a future observation time ($t_{obs}$): TLE$_{t}$. \n",
     "\n",
     "We can propagate the state from $t_0 \\rightarrow t_{obs}$, and obtain the state at $t_{obs}$. In general, we define the state (i.e., position and velocity), as:\n",