From ca2ca32e5f7a8e4d91a847800f80fb564f705f6c Mon Sep 17 00:00:00 2001
From: jalew188 <jalew188@gmail.com>
Date: Sat, 29 Jun 2024 15:25:04 +0200
Subject: [PATCH] #179 ADD predict_peptide_df_

---
 nbs_tests/hla/hla_class1.ipynb | 76 ++++++++++++++++++++++++++++++++--
 1 file changed, 72 insertions(+), 4 deletions(-)

diff --git a/nbs_tests/hla/hla_class1.ipynb b/nbs_tests/hla/hla_class1.ipynb
index d4263457..d0fa0eb3 100644
--- a/nbs_tests/hla/hla_class1.ipynb
+++ b/nbs_tests/hla/hla_class1.ipynb
@@ -78,7 +78,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|██████████| 1/1 [00:00<00:00, 13.66it/s]\n"
+      "100%|██████████| 1/1 [00:00<00:00, 14.32it/s]\n"
      ]
     },
     {
@@ -231,10 +231,78 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>sequence</th>\n",
+       "      <th>nAA</th>\n",
+       "      <th>HLA_prob_pred</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>MABCDEKF</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.124847</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>KLMNOPQR</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.674667</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>DEKFGHIJKLMNOP</td>\n",
+       "      <td>14</td>\n",
+       "      <td>0.163758</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         sequence  nAA  HLA_prob_pred\n",
+       "0        MABCDEKF    8       0.124847\n",
+       "1        KLMNOPQR    8       0.674667\n",
+       "2  DEKFGHIJKLMNOP   14       0.163758"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "peptide_df = pd.DataFrame({\n",
+    "    \"sequence\": [\"MABCDEKF\",\"KLMNOPQR\",\"DEKFGHIJKLMNOP\"]\n",
+    "})\n",
+    "model.predict_peptide_df_(peptide_df=peptide_df)\n",
+    "peptide_df"
+   ]
   }
  ],
  "metadata": {