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Jeremy Howard 2022-04-25 15:43:24 +10:00
parent 4a9a281c03
commit a64c789ebe
43 changed files with 203 additions and 232 deletions
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14
01_intro.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]
@ -2917,18 +2917,6 @@
"display_name": "Python 3 (ipykernel)", "display_name": "Python 3 (ipykernel)",
"language": "python", "language": "python",
"name": "python3" "name": "python3"
},
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} }
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4
02_production.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"# !pip install -Uqq fastbook\n", "# ! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]
@ -2011,4 +2011,4 @@
}, },
"nbformat": 4, "nbformat": 4,
"nbformat_minor": 4 "nbformat_minor": 4
} }

27
03_ethics.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]
@ -1054,31 +1054,6 @@
"display_name": "Python 3", "display_name": "Python 3",
"language": "python", "language": "python",
"name": "python3" "name": "python3"
},
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2
04_mnist_basics.ipynb
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@ -7,7 +7,7 @@
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"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
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] ]

76
05_pet_breeds.ipynb
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@ -2,19 +2,19 @@
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"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
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" [0.7446, 0.8346]])" " [0.7446, 0.8346]])"
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}, },
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{ {
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"tensor([0.6025, 0.5021, 0.1332, 0.9966, 0.5959, 0.3661])" "tensor([0.6025, 0.5021, 0.1332, 0.9966, 0.5959, 0.3661])"
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" [0.3661, 0.6339]])" " [0.3661, 0.6339]])"
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{ {
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"tensor([0.6025, 0.4979, 0.1332, 0.0034, 0.4041, 0.3661])" "tensor([0.6025, 0.4979, 0.1332, 0.0034, 0.4041, 0.3661])"
] ]
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} }
@ -1093,7 +1093,7 @@
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{ {
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"tensor([-0.6025, -0.4979, -0.1332, -0.0034, -0.4041, -0.3661])" "tensor([-0.6025, -0.4979, -0.1332, -0.0034, -0.4041, -0.3661])"
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{ {
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"tensor([-0.6025, -0.4979, -0.1332, -0.0034, -0.4041, -0.3661])" "tensor([-0.6025, -0.4979, -0.1332, -0.0034, -0.4041, -0.3661])"
] ]
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} }
@ -1257,7 +1257,7 @@
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@ -1308,7 +1308,7 @@
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{ {
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{ {
@ -1344,7 +1344,7 @@
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{ {
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{ {
@ -1472,7 +1472,7 @@
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{ {
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@ -1488,7 +1488,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 129, "execution_count": null,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -1497,7 +1497,7 @@
"tensor(1.8045)" "tensor(1.8045)"
] ]
}, },
"execution_count": 129, "execution_count": null,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
@ -1515,7 +1515,7 @@
}, },
{ {
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"execution_count": 130, "execution_count": null,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -1524,7 +1524,7 @@
"tensor(1.8045)" "tensor(1.8045)"
] ]
}, },
"execution_count": 130, "execution_count": null,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
@ -1544,7 +1544,7 @@
}, },
{ {
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"execution_count": 131, "execution_count": null,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -1553,7 +1553,7 @@
"tensor([0.5067, 0.6973, 2.0160, 5.6958, 0.9062, 1.0048])" "tensor([0.5067, 0.6973, 2.0160, 5.6958, 0.9062, 1.0048])"
] ]
}, },
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"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
@ -2726,18 +2726,6 @@
"display_name": "Python 3 (ipykernel)", "display_name": "Python 3 (ipykernel)",
"language": "python", "language": "python",
"name": "python3" "name": "python3"
},
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"name": "ipython",
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187
06_multicat.ipynb
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File diff suppressed because one or more lines are too long

14
07_sizing_and_tta.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]
@ -1019,18 +1019,6 @@
"display_name": "Python 3", "display_name": "Python 3",
"language": "python", "language": "python",
"name": "python3" "name": "python3"
},
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2
08_collab.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
09_tabular.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook kaggle waterfallcharts treeinterpreter dtreeviz\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab kaggle waterfallcharts treeinterpreter dtreeviz\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

14
10_nlp.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]
@ -2279,18 +2279,6 @@
"display_name": "Python 3 (ipykernel)", "display_name": "Python 3 (ipykernel)",
"language": "python", "language": "python",
"name": "python3" "name": "python3"
},
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} }
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2
11_midlevel_data.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
12_nlp_dive.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
13_convolutions.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
14_resnet.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
15_arch_details.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
16_accel_sgd.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
17_foundations.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
18_CAM.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
19_learner.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
20_conclusion.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

25
app_blog.ipynb
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@ -246,31 +246,6 @@
"display_name": "Python 3", "display_name": "Python 3",
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2
app_jupyter.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/01_intro.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
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"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/02_production.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"# !pip install -Uqq fastbook\n", "# ! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/03_ethics.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
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"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/04_mnist_basics.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
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"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/05_pet_breeds.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
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4
clean/06_multicat.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]
@ -326,7 +326,7 @@
"source": [ "source": [
"def binary_cross_entropy(inputs, targets):\n", "def binary_cross_entropy(inputs, targets):\n",
" inputs = inputs.sigmoid()\n", " inputs = inputs.sigmoid()\n",
" return -torch.where(targets==1, 1-inputs, inputs).log().mean()" " return -torch.where(targets==1, inputs, 1-inputs).log().mean()"
] ]
}, },
{ {

2
clean/07_sizing_and_tta.ipynb
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@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/08_collab.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/09_tabular.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook kaggle waterfallcharts treeinterpreter dtreeviz\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab kaggle waterfallcharts treeinterpreter dtreeviz\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/10_nlp.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/11_midlevel_data.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

4
clean/12_nlp_dive.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]
@ -770,7 +770,7 @@
"split_at_heading": true "split_at_heading": true
}, },
"kernelspec": { "kernelspec": {
"display_name": "Python 3 (ipykernel)", "display_name": "Python 3",
"language": "python", "language": "python",
"name": "python3" "name": "python3"
} }

2
clean/13_convolutions.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/14_resnet.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/15_arch_details.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/16_accel_sgd.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/17_foundations.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/18_CAM.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/19_learner.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/20_conclusion.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]

2
clean/app_jupyter.ipynb
View File

@ -7,7 +7,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"#hide\n", "#hide\n",
"!pip install -Uqq fastbook\n", "! [ -e /content ] && pip install -Uqq fastai # upgrade fastai on colab\n",
"import fastbook\n", "import fastbook\n",
"fastbook.setup_book()" "fastbook.setup_book()"
] ]