Update Interp_8_adding_auxillary_variables.ipynb

tutorials/Interp_8_adding_auxillary_variables.ipynb

@@ -5,15 +5,15 @@
    "id": "f8ba3161",
    "metadata": {},
    "source": [
-    "# Interp 8: Adding auxillary variables"
+    "# Interpretability 8: Adding auxiliary variables"
    ]
   },
   {
    "cell_type": "markdown",
    "id": "6535c1f2",
    "metadata": {},
    "source": [
-    "When we do a regression task, it might be good to include auxillary input variables, even though they might be dependent on other variables. For example, to regress $m(m_0, v, c)=m_0/\\sqrt{1-(v/c)^2}$, it is desirable to include the dimensionaless varabile $\\beta = v/c$ as a separate input variable. If we also know this is a task in relativity, we may also include $\\gamma=1/\\sqrt{1-(v/c)^2}$ because $\\gamma$ appears frequently in relativity."
+    "When we do a regression task, it might be good to include auxiliary input variables, even though they might be dependent on other variables. For example, to regress $m(m_0, v, c)=m_0/\\sqrt{1-(v/c)^2}$, it is desirable to include the dimensionaless varabile $\\beta = v/c$ as a separate input variable. If we also know this is a task in relativity, we may also include $\\gamma=1/\\sqrt{1-(v/c)^2}$ because $\\gamma$ appears frequently in relativity."
    ]
   },
   {