From e88c962ff73817815a533930e7323736946c0e24 Mon Sep 17 00:00:00 2001
From: gibsongreen <gibsongreen99@outlook.com>
Date: Wed, 20 Nov 2024 21:26:48 -0500
Subject: [PATCH] final styling

---
 notebooks/MIRI/psf_photometry/miri_1028.ipynb |  7 +++---
 .../MIRI/psf_photometry/miri_spacephot.ipynb  | 24 -------------------
 2 files changed, 3 insertions(+), 28 deletions(-)

diff --git a/notebooks/MIRI/psf_photometry/miri_1028.ipynb b/notebooks/MIRI/psf_photometry/miri_1028.ipynb
index 86c350caa..35d38952a 100644
--- a/notebooks/MIRI/psf_photometry/miri_1028.ipynb
+++ b/notebooks/MIRI/psf_photometry/miri_1028.ipynb
@@ -222,7 +222,7 @@
     "# Filter the product list to include only specific product subgroups: 'RATE', 'CAL', 'I2D', and 'ASN'\n",
     "fplist = Observations.filter_products(plist, productSubGroupDescription=['CAL', 'I2D', 'ASN'])\n",
     "\n",
-    "# Download the selected products from the MAST database (UNCOMMENT TO DOWNLOAD)\n",
+    "# Download the selected products from the MAST database\n",
     "Observations.download_products(fplist)\n",
     "\n",
     "# Define source and destination directories\n",
@@ -1101,7 +1101,7 @@
     "# Useful reference: https://webbpsf.readthedocs.io/en/latest/api/webbpsf.JWInstrument.html#webbpsf.JWInstrument.calc_psf\n",
     "\n",
     "jwst_obs = space_phot.observation2(lvl2)\n",
-    "psfs = space_phot.get_jwst_psf(jwst_obs, source_location) # ,num_psfs=4)"
+    "psfs = space_phot.get_jwst_psf(jwst_obs, source_location)"
    ]
   },
   {
@@ -1140,7 +1140,6 @@
     "    source_location,\n",
     "    bounds={\n",
     "        'flux': [-10, 1000],\n",
-    "        # 'centroid': [-2, 2],\n",
     "        'bkg': [0, 50]\n",
     "    },\n",
     "    fit_width=5,\n",
@@ -1307,7 +1306,7 @@
     "# Useful reference: https://webbpsf.readthedocs.io/en/latest/api/webbpsf.JWInstrument.html#webbpsf.JWInstrument.calc_psf\n",
     "\n",
     "jwst3_obs = space_phot.observation3(lvl3[0])\n",
-    "psf3 = space_phot.get_jwst3_psf(jwst_obs, jwst3_obs, source_location) # ,num_psfs=4)"
+    "psf3 = space_phot.get_jwst3_psf(jwst_obs, jwst3_obs, source_location)"
    ]
   },
   {
diff --git a/notebooks/MIRI/psf_photometry/miri_spacephot.ipynb b/notebooks/MIRI/psf_photometry/miri_spacephot.ipynb
index 7169609cc..c286c8b1d 100644
--- a/notebooks/MIRI/psf_photometry/miri_spacephot.ipynb
+++ b/notebooks/MIRI/psf_photometry/miri_spacephot.ipynb
@@ -547,30 +547,6 @@
     "plt.show()"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2b1a0db5-500b-4f20-999f-67a94be66764",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Get PSF from WebbPSF\n",
-    "# The function get_jwst_psf is a space_phot wrapper for the WebbPSF calc_psf and CreatePSFLibrary functions. It is intended to provide easy, but limited, access to WebbPSF.\n",
-    "# The source code for psfs = space_phot.get_jwst_psf(jwst_obs, source_location) is as follows:\n",
-    "\n",
-    "# c = webbpsf.gridded_library.CreatePSFLibrary(inst, inst.filter, num_psfs = 1, psf_location=(x, y), fov_pixels=psf_width, detectors=st_obs.detector, save=False)\n",
-    "# grid = c.create_grid()\n",
-    "\n",
-    "# In most cases, we assume the user wishes to simply grab the default WebbPSF. Advanced users should consider using webbpsf.\n",
-    "# In that case, you would use the code below.<br>\n",
-    "\n",
-    "# psf_model = inst.calc_psf(oversample=4,normalize='last') # creates a psf model in webbpsf\n",
-    "# psfs = photutils.psf.FittableImageModel(psf[0].data*16,normalize=False,oversampling=oversampling) # turns the psf into a fittableimage model to improve processing time\n",
-    "\n",
-    "# There are more advanced methods for generating your WebbPSF, but those are beyond the scope of this notebook.\n",
-    "# Useful reference: https://webbpsf.readthedocs.io/en/latest/api/webbpsf.JWInstrument.html#webbpsf.JWInstrument.calc_psf"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,