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mitchjablonskimitchjablonski
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adds the note about pytorch issue, and moves the download directory to match the intro to pytorch
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-14
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7 files changed

+35
-14
lines changed

‎autoencoder/convolutional-autoencoder/Convolutional_Autoencoder_Exercise.ipynb‎

Lines changed: 5 additions & 2 deletions
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@@ -27,6 +27,9 @@
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"metadata": {},
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"outputs": [],
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"source": [
30+
"# The MNIST datasets are hosted on yann.lecun.com that has moved under CloudFlare protection\n",
31+
"# Run this script to enable the datasets download\n",
32+
"# Reference: https://github.com/pytorch/vision/issues/1938\n",
3033
"from six.moves import urllib\n",
3134
"opener = urllib.request.build_opener()\n",
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"opener.addheaders = [('User-agent', 'Mozilla/5.0')]\n",
@@ -50,9 +53,9 @@
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"transform = transforms.ToTensor()\n",
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"\n",
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"# load the training and test datasets\n",
53-
"train_data = datasets.MNIST(root='data', train=True,\n",
56+
"train_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=True,\n",
5457
" download=True, transform=transform)\n",
55-
"test_data = datasets.MNIST(root='data', train=False,\n",
58+
"test_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=False,\n",
5659
" download=True, transform=transform)"
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]
5861
},

‎autoencoder/convolutional-autoencoder/Convolutional_Autoencoder_Solution.ipynb‎

Lines changed: 5 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -27,6 +27,9 @@
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"metadata": {},
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"outputs": [],
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"source": [
30+
"# The MNIST datasets are hosted on yann.lecun.com that has moved under CloudFlare protection\n",
31+
"# Run this script to enable the datasets download\n",
32+
"# Reference: https://github.com/pytorch/vision/issues/1938\n",
3033
"from six.moves import urllib\n",
3134
"opener = urllib.request.build_opener()\n",
3235
"opener.addheaders = [('User-agent', 'Mozilla/5.0')]\n",
@@ -50,9 +53,9 @@
5053
"transform = transforms.ToTensor()\n",
5154
"\n",
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"# load the training and test datasets\n",
53-
"train_data = datasets.MNIST(root='data', train=True,\n",
56+
"train_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=True,\n",
5457
" download=True, transform=transform)\n",
55-
"test_data = datasets.MNIST(root='data', train=False,\n",
58+
"test_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=False,\n",
5659
" download=True, transform=transform)"
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]
5861
},

‎autoencoder/convolutional-autoencoder/Upsampling_Solution.ipynb‎

Lines changed: 5 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -27,6 +27,9 @@
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"metadata": {},
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"outputs": [],
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"source": [
30+
"# The MNIST datasets are hosted on yann.lecun.com that has moved under CloudFlare protection\n",
31+
"# Run this script to enable the datasets download\n",
32+
"# Reference: https://github.com/pytorch/vision/issues/1938\n",
3033
"from six.moves import urllib\n",
3134
"opener = urllib.request.build_opener()\n",
3235
"opener.addheaders = [('User-agent', 'Mozilla/5.0')]\n",
@@ -50,9 +53,9 @@
5053
"transform = transforms.ToTensor()\n",
5154
"\n",
5255
"# load the training and test datasets\n",
53-
"train_data = datasets.MNIST(root='data', train=True,\n",
56+
"train_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=True,\n",
5457
" download=True, transform=transform)\n",
55-
"test_data = datasets.MNIST(root='data', train=False,\n",
58+
"test_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=False,\n",
5659
" download=True, transform=transform)"
5760
]
5861
},

‎autoencoder/denoising-autoencoder/Denoising_Autoencoder_Exercise.ipynb‎

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Original file line numberDiff line numberDiff line change
@@ -19,6 +19,9 @@
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"metadata": {},
2020
"outputs": [],
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"source": [
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"# The MNIST datasets are hosted on yann.lecun.com that has moved under CloudFlare protection\n",
23+
"# Run this script to enable the datasets download\n",
24+
"# Reference: https://github.com/pytorch/vision/issues/1938\n",
2225
"from six.moves import urllib\n",
2326
"opener = urllib.request.build_opener()\n",
2427
"opener.addheaders = [('User-agent', 'Mozilla/5.0')]\n",
@@ -42,9 +45,9 @@
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"transform = transforms.ToTensor()\n",
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"\n",
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"# load the training and test datasets\n",
45-
"train_data = datasets.MNIST(root='data', train=True,\n",
48+
"train_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=True,\n",
4649
" download=True, transform=transform)\n",
47-
"test_data = datasets.MNIST(root='data', train=False,\n",
50+
"test_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=False,\n",
4851
" download=True, transform=transform)\n",
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"\n",
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"# Create training and test dataloaders\n",

‎autoencoder/denoising-autoencoder/Denoising_Autoencoder_Solution.ipynb‎

Lines changed: 5 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -19,6 +19,9 @@
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"metadata": {},
2020
"outputs": [],
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"source": [
22+
"# The MNIST datasets are hosted on yann.lecun.com that has moved under CloudFlare protection\n",
23+
"# Run this script to enable the datasets download\n",
24+
"# Reference: https://github.com/pytorch/vision/issues/1938\n",
2225
"from six.moves import urllib\n",
2326
"opener = urllib.request.build_opener()\n",
2427
"opener.addheaders = [('User-agent', 'Mozilla/5.0')]\n",
@@ -40,9 +43,9 @@
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"transform = transforms.ToTensor()\n",
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"\n",
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"# load the training and test datasets\n",
43-
"train_data = datasets.MNIST(root='data', train=True,\n",
46+
"train_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=True,\n",
4447
" download=True, transform=transform)\n",
45-
"test_data = datasets.MNIST(root='data', train=False,\n",
48+
"test_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=False,\n",
4649
" download=True, transform=transform)\n",
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"\n",
4851
"# Create training and test dataloaders\n",

‎autoencoder/linear-autoencoder/Simple_Autoencoder_Exercise.ipynb‎

Lines changed: 5 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -25,6 +25,9 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"# The MNIST datasets are hosted on yann.lecun.com that has moved under CloudFlare protection\n",
29+
"# Run this script to enable the datasets download\n",
30+
"# Reference: https://github.com/pytorch/vision/issues/1938\n",
2831
"from six.moves import urllib\n",
2932
"opener = urllib.request.build_opener()\n",
3033
"opener.addheaders = [('User-agent', 'Mozilla/5.0')]\n",
@@ -48,9 +51,9 @@
4851
"transform = transforms.ToTensor()\n",
4952
"\n",
5053
"# load the training and test datasets\n",
51-
"train_data = datasets.MNIST(root='data', train=True,\n",
54+
"train_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=True,\n",
5255
" download=True, transform=transform)\n",
53-
"test_data = datasets.MNIST(root='data', train=False,\n",
56+
"test_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=False,\n",
5457
" download=True, transform=transform)"
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]
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},

‎autoencoder/linear-autoencoder/Simple_Autoencoder_Solution.ipynb‎

Lines changed: 5 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -25,6 +25,9 @@
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"metadata": {},
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"outputs": [],
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"source": [
28+
"# The MNIST datasets are hosted on yann.lecun.com that has moved under CloudFlare protection\n",
29+
"# Run this script to enable the datasets download\n",
30+
"# Reference: https://github.com/pytorch/vision/issues/1938\n",
2831
"from six.moves import urllib\n",
2932
"opener = urllib.request.build_opener()\n",
3033
"opener.addheaders = [('User-agent', 'Mozilla/5.0')]\n",
@@ -48,9 +51,9 @@
4851
"transform = transforms.ToTensor()\n",
4952
"\n",
5053
"# load the training and test datasets\n",
51-
"train_data = datasets.MNIST(root='data', train=True,\n",
54+
"train_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=True,\n",
5255
" download=True, transform=transform)\n",
53-
"test_data = datasets.MNIST(root='data', train=False,\n",
56+
"test_data = datasets.MNIST(root='~/.pytorch/MNIST_data/', train=False,\n",
5457
" download=True, transform=transform)"
5558
]
5659
},

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