removed lingering comments in ETS notebook

Author: Dekermanjian

notebooks/Exponential Trend Smoothing.ipynb

@@ -478,7 +478,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": null,
    "id": "2cef7cb7",
    "metadata": {},
    "outputs": [],
@@ -518,7 +518,6 @@
     "        forecast_dist = idata_forecast.forecast_observed.isel(observed_state=0, time=slice(1, None))\n",
     "        mu_forecast = forecast_dist.mean(dim=[\"chain\", \"draw\"])\n",
     "        hdi_forecast = az.hdi(forecast_dist).forecast_observed\n",
-    "        # I think here you want to use the forecast index instead due to missing value imputation\n",
     "        price_ax.plot(idata_forecast.indexes[\"time\"][1:], mu_forecast.values, label=\"Test Forecast\")\n",
     "        price_ax.fill_between(\n",
     "            idata_forecast.indexes[\"time\"][1:],\n",
@@ -3188,7 +3187,6 @@
     "vol_hat = np.exp(log_vol_hat)\n",
     "\n",
     "vol_hdi = az.hdi(vol_hat).forecast_observed\n",
-    "# Again here I had to change the x values to the forecast time index\n",
     "vol_ax.plot(idata_joint_forecast.indexes[\"time\"], vol_hat.mean(dim=[\"chain\", \"draw\"]))\n",
     "vol_ax.fill_between(idata_joint_forecast.indexes[\"time\"], *vol_hdi.values.T, alpha=0.25)"
    ]