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small import fixes

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This commit is contained in:
Jonathan Taylor
2023-07-31 00:32:11 -04:00
parent 1fcc9a1b08
commit d1a37e49ad
2 changed files with 143 additions and 144 deletions
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4
Ch10-deeplearning-lab.ipynb
View File

@@ -90,8 +90,7 @@
"source": [
"from torchmetrics import (MeanAbsoluteError,\n",
" R2Score)\n",
"from torchinfo import summary\n",
"from torchvision.io import read_image"
"from torchinfo import summary"
]
},
{
@@ -163,6 +162,7 @@
"metadata": {},
"outputs": [],
"source": [
"from torchvision.io import read_image\n",
"from torchvision.datasets import MNIST, CIFAR100\n",
"from torchvision.models import (resnet50,\n",
" ResNet50_Weights)\n",

283
Ch8-baggboost-lab.ipynb
View File

@@ -24,10 +24,10 @@
"id": "4cc7120f",
"metadata": {
"execution": {
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"iopub.status.idle": "2023-07-31T04:30:41.427594Z",
"shell.execute_reply": "2023-07-31T04:30:41.427210Z"
}
},
"outputs": [],
@@ -35,7 +35,6 @@
"import numpy as np\n",
"import pandas as pd\n",
"from matplotlib.pyplot import subplots\n",
"from statsmodels.datasets import get_rdataset\n",
"import sklearn.model_selection as skm\n",
"from ISLP import load_data, confusion_table\n",
"from ISLP.models import ModelSpec as MS"
@@ -56,10 +55,10 @@
"id": "864fa15e",
"metadata": {
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"iopub.execute_input": "2023-07-31T04:30:41.429527Z",
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"shell.execute_reply": "2023-07-31T04:30:41.481876Z"
}
},
"outputs": [],
@@ -103,10 +102,10 @@
"id": "bfb4c83b",
"metadata": {
"execution": {
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}
},
"outputs": [],
@@ -134,10 +133,10 @@
"id": "5d9e7a14",
"metadata": {
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}
},
"outputs": [],
@@ -168,10 +167,10 @@
"id": "970c4515",
"metadata": {
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}
},
"outputs": [
@@ -219,10 +218,10 @@
"id": "2d9a51dc",
"metadata": {
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"shell.execute_reply": "2023-07-31T04:30:41.510866Z"
}
},
"outputs": [
@@ -265,10 +264,10 @@
"id": "cbc04b67",
"metadata": {
"execution": {
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}
},
"outputs": [
@@ -308,10 +307,10 @@
"id": "809830c7",
"metadata": {
"execution": {
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"iopub.execute_input": "2023-07-31T04:30:41.516955Z",
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"shell.execute_reply": "2023-07-31T04:30:41.819123Z"
}
},
"outputs": [
@@ -355,10 +354,10 @@
"id": "abe8c7fc",
"metadata": {
"execution": {
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"iopub.execute_input": "2023-07-31T04:30:41.825044Z",
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}
},
"outputs": [
@@ -420,10 +419,10 @@
"id": "f7a1f736",
"metadata": {
"execution": {
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"iopub.execute_input": "2023-07-31T04:30:41.839397Z",
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"shell.execute_reply": "2023-07-31T04:30:41.854837Z"
}
},
"outputs": [
@@ -467,10 +466,10 @@
"id": "c663a623",
"metadata": {
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}
},
"outputs": [],
@@ -499,10 +498,10 @@
"id": "c2f2a403",
"metadata": {
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"iopub.execute_input": "2023-07-31T04:30:41.875825Z",
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"shell.execute_reply": "2023-07-31T04:30:41.886986Z"
}
},
"outputs": [
@@ -538,10 +537,10 @@
"id": "b2505658",
"metadata": {
"execution": {
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"iopub.execute_input": "2023-07-31T04:30:41.891688Z",
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}
},
"outputs": [],
@@ -567,10 +566,10 @@
"id": "09a7bd33",
"metadata": {
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"shell.execute_reply": "2023-07-31T04:30:42.181248Z"
}
},
"outputs": [
@@ -609,10 +608,10 @@
"id": "a75dea32",
"metadata": {
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}
},
"outputs": [
@@ -650,10 +649,10 @@
"id": "3f1e3d19",
"metadata": {
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}
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"outputs": [
@@ -689,10 +688,10 @@
"id": "30f5c2f9",
"metadata": {
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}
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"outputs": [
@@ -792,10 +791,10 @@
"id": "1ca6bc7a",
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}
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"outputs": [],
@@ -822,10 +821,10 @@
"id": "15cfb553",
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"outputs": [],
@@ -853,10 +852,10 @@
"id": "d18820a3",
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}
},
"outputs": [
@@ -907,10 +906,10 @@
"id": "619f8d94",
"metadata": {
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}
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"outputs": [],
@@ -942,17 +941,17 @@
"id": "779a14b6",
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}
},
"outputs": [
{
"data": {
"text/plain": [
"28.069857549754044"
"28.06985754975404"
]
},
"execution_count": 22,
@@ -987,10 +986,10 @@
"id": "2b04030b",
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}
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"outputs": [
@@ -1038,10 +1037,10 @@
"id": "7dedce31",
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}
},
"outputs": [
@@ -1081,10 +1080,10 @@
"id": "1f2c7336",
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}
},
"outputs": [
@@ -1134,10 +1133,10 @@
"id": "0bba2439",
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}
},
"outputs": [
@@ -1182,10 +1181,10 @@
"id": "90457fbe",
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}
},
"outputs": [
@@ -1224,10 +1223,10 @@
"id": "8aae1857",
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"shell.execute_reply": "2023-07-31T02:15:22.411592Z"
"iopub.execute_input": "2023-07-31T04:30:44.717793Z",
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"shell.execute_reply": "2023-07-31T04:30:44.723635Z"
}
},
"outputs": [
@@ -1379,10 +1378,10 @@
"id": "887b4fa9",
"metadata": {
"execution": {
"iopub.execute_input": "2023-07-31T02:15:22.413372Z",
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"shell.execute_reply": "2023-07-31T02:15:26.060035Z"
"iopub.execute_input": "2023-07-31T04:30:44.725445Z",
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"iopub.status.idle": "2023-07-31T04:30:48.357276Z",
"shell.execute_reply": "2023-07-31T04:30:48.357015Z"
}
},
"outputs": [
@@ -1427,10 +1426,10 @@
"id": "6c56696c",
"metadata": {
"execution": {
"iopub.execute_input": "2023-07-31T02:15:26.061992Z",
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"iopub.execute_input": "2023-07-31T04:30:48.358860Z",
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"iopub.status.idle": "2023-07-31T04:30:48.808502Z",
"shell.execute_reply": "2023-07-31T04:30:48.808208Z"
}
},
"outputs": [
@@ -1477,10 +1476,10 @@
"id": "8a636f63",
"metadata": {
"execution": {
"iopub.execute_input": "2023-07-31T02:15:26.517359Z",
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"iopub.execute_input": "2023-07-31T04:30:48.810244Z",
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"shell.execute_reply": "2023-07-31T04:30:48.821612Z"
}
},
"outputs": [
@@ -1518,10 +1517,10 @@
"id": "4e2ab3c7",
"metadata": {
"execution": {
"iopub.execute_input": "2023-07-31T02:15:26.530888Z",
"iopub.status.busy": "2023-07-31T02:15:26.530765Z",
"iopub.status.idle": "2023-07-31T02:15:28.908099Z",
"shell.execute_reply": "2023-07-31T02:15:28.907812Z"
"iopub.execute_input": "2023-07-31T04:30:48.823909Z",
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"iopub.status.idle": "2023-07-31T04:30:51.196994Z",
"shell.execute_reply": "2023-07-31T04:30:51.196708Z"
}
},
"outputs": [
@@ -1582,10 +1581,10 @@
"id": "b0b41c04",
"metadata": {
"execution": {
"iopub.execute_input": "2023-07-31T02:15:28.909862Z",
"iopub.status.busy": "2023-07-31T02:15:28.909756Z",
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"iopub.execute_input": "2023-07-31T04:30:51.198695Z",
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"shell.execute_reply": "2023-07-31T04:30:52.614890Z"
}
},
"outputs": [
@@ -1622,10 +1621,10 @@
"id": "fda8fffc",
"metadata": {
"execution": {
"iopub.execute_input": "2023-07-31T02:15:30.341685Z",
"iopub.status.busy": "2023-07-31T02:15:30.341579Z",
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"iopub.execute_input": "2023-07-31T04:30:52.616789Z",
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"shell.execute_reply": "2023-07-31T04:30:52.911292Z"
}
},
"outputs": [
@@ -1660,10 +1659,10 @@
"id": "be77f0e4",
"metadata": {
"execution": {
"iopub.execute_input": "2023-07-31T02:15:30.637642Z",
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"shell.execute_reply": "2023-07-31T04:30:52.915657Z"
}
},
"outputs": [