tweaks in examples

rodluger · Feb 8, 2021 · aa491b5 · aa491b5
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diff --git a/docs/notebooks/Ensemble.ipynb b/docs/notebooks/Ensemble.ipynb
@@ -203,7 +203,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Let's generate a synthetic ensemble of light curves of stars with \"similar\" spot properties. Let's define some true values for the spot properties of the ensemble:"
+    "In this section we will generate a synthetic ensemble of light curves of stars with \"similar\" spot properties. Let's define some true values for the spot properties of the ensemble:"
    ]
   },
   {
@@ -249,7 +249,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Let's generate 500 light curves from stars at random inclinations with spots drawn from the distributions above.\n",
+    "Now let's generate 500 light curves from stars at random inclinations with spots drawn from the distributions above.\n",
     "We'll do this by adding discrete circular spots to each star via the `starry_process.calibrate.generate`\n",
     "function.\n",
     "Note that in order to mimic real observations, we'll normalize each light curve to its mean value and subtract unity to get the \"relative\" flux.\n",
@@ -458,7 +458,8 @@
    "outputs": [],
    "source": [
     "samples = get_samples(varnames, model=model)\n",
-    "corner(samples, labels=varnames, truths=[truths[name] for name in varnames]);"
+    "corner(samples, labels=varnames, truths=[truths[name] for name in varnames])\n",
+    "plt.show()"
    ]
   },
   {

diff --git a/docs/notebooks/TimeVariability.ipynb b/docs/notebooks/TimeVariability.ipynb
@@ -11,7 +11,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "In this tutorial, we will cover how to instatiate a time-variable `StarryProcess`, useful for modeling stars with spots that evolve over time. We will show how to sample from the process and use it to do basic inference."
+    "In this tutorial, we will cover how to instantiate a time-variable `StarryProcess`, useful for modeling stars with spots that evolve over time. We will show how to sample from the process and use it to do basic inference."
    ]
   },
   {