added xgbboost

Ignatiocalvin · Jun 11, 2024 · 8687d44 · 8687d44
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diff --git a/.DS_Store b/.DS_Store
diff --git a/notebooks/multi_input.ipynb → notebooks/fasttext_rnn.ipynb b/notebooks/multi_input.ipynb → notebooks/fasttext_rnn.ipynb
@@ -249,32 +249,6 @@
     "data"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 33,
-   "id": "960490d2-1025-4485-b535-84760db6861a",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(1989, 11020)"
-      ]
-     },
-     "execution_count": 33,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# from sklearn.feature_extraction.text import TfidfVectorizer\n",
-    "\n",
-    "# corpus = data.values[:, 0]\n",
-    "# vectorizer = TfidfVectorizer()\n",
-    "# X = vectorizer.fit_transform(corpus)\n",
-    "# X.shape"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "8d113413-9a7e-4984-b47e-899101e898e6",
@@ -427,37 +401,6 @@
     "print(\"Test MAE: \", mse.compute()**0.5)   "
    ]
   },
-  {
-   "cell_type": "markdown",
-   "id": "7088f960-b789-41e7-8818-4a1adb53cc73",
-   "metadata": {},
-   "source": [
-    "## Multi-input approach\n",
-    "\n",
-    "Vectorize data using:\n",
-    "1. Word2vec\n",
-    "2. tf-idf\n",
-    "3. fasttext\n",
-    "\n",
-    "Concat vector with stock price and predict"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "6c48be90-6f1d-4595-84ef-645f831192e3",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "0df2bae2-83ac-481b-9f1c-afa706438fa4",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
   {
    "cell_type": "markdown",
    "id": "99bceb5c-b7a7-4470-953c-77a1dbf3e155",