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CoAxLab · Jan 9, 2024 · 3432c59 · 3432c59
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diff --git a/_sources/exercises/classifiers.ipynb b/_sources/exercises/classifiers.ipynb
@@ -42,7 +42,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "id": "UnBVazYfZXqP"
+    "id": "UnBVazYfZXqP",
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -73,7 +76,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "id": "PIPheP5ipgKg"
+    "id": "PIPheP5ipgKg",
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -126,7 +132,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "id": "AidH_KidrX9L"
+    "id": "AidH_KidrX9L",
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -178,7 +187,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "id": "nZQ2_WzixTJH"
+    "id": "nZQ2_WzixTJH",
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -229,7 +241,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "id": "v5unJLgdERP_"
+    "id": "v5unJLgdERP_",
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -250,7 +265,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "id": "tvhhrDWRF2hJ"
+    "id": "tvhhrDWRF2hJ",
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -283,7 +301,7 @@
     "id": "C4MPECMmZXqe"
    },
    "source": [
-    "**DUE:** 5pm EST, March 20, 2023"
+    "**DUE:** 5pm EST, March 18, 2024"
    ]
   },
   {

diff --git a/_sources/exercises/cross-validation.ipynb b/_sources/exercises/cross-validation.ipynb
@@ -6,7 +6,7 @@
     "id": "6xdZ1WjBmtDf"
    },
    "source": [
-    "# Exercise 12: Cross Validation\n",
+    "# Exercise 12: Cross validation\n",
     "-----\n",
     "\n",
     "In this exercise, we'll practice implementing cross validation techniques, including leave-one-out and k-fold cross validation. We'll use the `PimaIndiansDiabetes2` practice dataset, which has medical data on a group of Pima Native American women, including whether or not they have diabetes. This dataset is part of the `mlbench` package. We'll be using each person's medical history to predict whether or not they have been diagnosed with diabetes. "
@@ -30,7 +30,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "id": "QNuKGb6emtDg"
+    "id": "QNuKGb6emtDg",
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -60,7 +63,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "id": "RDyry5h_mtDi"
+    "id": "RDyry5h_mtDi",
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -87,7 +93,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "id": "5Z1ijm_PmtDj"
+    "id": "5Z1ijm_PmtDj",
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -124,7 +133,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "id": "SYhKS5HimtDk"
+    "id": "SYhKS5HimtDk",
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -148,7 +160,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "id": "wIUAW1AtmtDl"
+    "id": "wIUAW1AtmtDl",
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -177,7 +192,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "id": "bJiCmfqomtDl"
+    "id": "bJiCmfqomtDl",
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -215,7 +233,10 @@
    "execution_count": null,
    "metadata": {
     "id": "vZYq_NQlmtDm",
-    "scrolled": true
+    "scrolled": true,
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -249,16 +270,20 @@
     "\n",
     "If you change the random seed above, you'll get slightly different errors. If you were to do the same with your LOOCV above , would you expect to get different results each time? Why or why not?\n",
     "> * *Write response here*\n",
-    "> * \n",
-    "\n",
+    "> * "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
     "\n",
-    "**DUE:** 5pm March 27, 2023\n",
+    "**DUE:** 5pm March 25, 2024\n",
     "\n",
     "**IMPORTANT** Did you collaborate with anyone on this assignment? If so, list their names here.\n",
     "> *Someone's Name*\n",
     ">\n",
-    ">\n",
-    "\n"
+    ">\n"
    ]
   }
  ],

diff --git a/_sources/exercises/data-as-objects-and-architectures.ipynb b/_sources/exercises/data-as-objects-and-architectures.ipynb
@@ -42,7 +42,10 @@
     },
     "id": "UnBVazYfZXqP",
     "outputId": "8dd73df4-f1c4-4855-9525-093bfb8e7460",
-    "scrolled": true
+    "scrolled": true,
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -61,7 +64,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "scrolled": true
+    "scrolled": true,
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -81,7 +87,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "scrolled": false
+    "scrolled": false,
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -103,7 +112,11 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "r"
+    }
+   },
    "outputs": [],
    "source": [
     "sigma(cred_lm)"
@@ -128,7 +141,10 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "scrolled": true
+    "scrolled": true,
+    "vscode": {
+     "languageId": "r"
+    }
    },
    "outputs": [],
    "source": [
@@ -152,7 +168,11 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "r"
+    }
+   },
    "outputs": [],
    "source": [
     "# INSERT CODE HERE\n"
@@ -161,7 +181,11 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "r"
+    }
+   },
    "outputs": [],
    "source": [
     "# Test and compare results. \n",
@@ -185,7 +209,11 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "r"
+    }
+   },
    "outputs": [],
    "source": [
     "cred_lm$coefficients"
@@ -201,7 +229,11 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "r"
+    }
+   },
    "outputs": [],
    "source": [
     "str(cred_lm)"
@@ -219,7 +251,11 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "r"
+    }
+   },
    "outputs": [],
    "source": [
     "# INSERT CODE HERE\n"
@@ -235,7 +271,11 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "r"
+    }
+   },
    "outputs": [],
    "source": [
     "# INSERT CODE HERE\n"
@@ -251,7 +291,11 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "r"
+    }
+   },
    "outputs": [],
    "source": [
     "# INSERT CODE HERE\n"
@@ -272,7 +316,7 @@
     "id": "C4MPECMmZXqe"
    },
    "source": [
-    "**DUE:** 5pm EST, Feb 8, 2023"
+    "**DUE:** 5pm EST, Feb 7, 2024"
    ]
   },
   {

diff --git a/_sources/exercises/linear-models.ipynb b/_sources/exercises/linear-models.ipynb
@@ -201,7 +201,7 @@
     "id": "3EgzqKyDJN6V"
    },
    "source": [
-    "**DUE:** 5pm EST, February 27, 2023"
+    "**DUE:** 5pm EST, February 26, 2024"
    ]
   },
   {

diff --git a/_sources/exercises/mediation-and-moderation.ipynb b/_sources/exercises/mediation-and-moderation.ipynb
@@ -263,7 +263,7 @@
     "id": "C4MPECMmZXqe"
    },
    "source": [
-    "**DUE:** 5pm EST, April 3, 2023"
+    "**DUE:** 5pm EST, April 1, 2024"
    ]
   },
   {