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rachelthoracheltho
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added RNNs slides
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‎6-rnn-english-numbers.ipynb

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@@ -78,17 +78,18 @@
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[PosixPath('/home/racheltho/.fastai/data/human_numbers/valid.txt'),\n",
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"[PosixPath('/home/racheltho/.fastai/data/human_numbers/models'),\n",
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" PosixPath('/home/racheltho/.fastai/data/human_numbers/valid.txt'),\n",
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" PosixPath('/home/racheltho/.fastai/data/human_numbers/train.txt')]"
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]
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},
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"cell_type": "code",
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},
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"metadata": {},
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{
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"'one, two, three, four, five, six, seven, eight, nine, ten, eleven, twelve, thirt'"
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]
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},
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{
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"' nine thousand nine hundred ninety eight, nine thousand nine hundred ninety nine'"
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]
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},
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},
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},
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{
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"'xxbos one , two , three , four , five , six , seven , eight , nine , ten , eleve'"
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]
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},
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},
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{
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"13017"
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]
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},
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},
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{
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"(70, 3)"
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]
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},
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"output_type": "execute_result"
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},
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{
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{
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"2.905580357142857"
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]
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},
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},
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},
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" [20, 10, 26, ..., 20, 11, 20]], device='cuda:0')"
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"13440"
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]
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},
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"(torch.Size([64, 70]), torch.Size([64, 70]))"
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]
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},
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},
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"(torch.Size([64, 70]), torch.Size([64, 70]))"
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},
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"(torch.Size([64, 70]), torch.Size([64, 70]))"
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},
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" 'nineteen']"
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},
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" 9, 20, 10, 20, 11, 20, 11, 20, 20, 20], device='cuda:0')"
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},
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" 20, 11, 24, 11, 19, 9, 19, 11, 11, 10], device='cuda:0')"
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},
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"(',', 'thousand', 'one', 'two', 'hundred')"
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},
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"execution_count": 24,
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"'xxbos eight thousand one , eight thousand two , eight thousand three , eight thousand four , eight thousand five , eight thousand six , eight thousand seven , eight thousand eight , eight thousand nine , eight thousand ten , eight thousand eleven , eight thousand twelve , eight thousand thirteen , eight thousand fourteen , eight thousand fifteen , eight thousand sixteen , eight thousand seventeen , eight'"
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]
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},
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"v.textify(x1[0])"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 25,
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"metadata": {},
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"outputs": [
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"data": {
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"text/plain": [
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"', eight thousand forty six , eight thousand forty seven , eight thousand forty eight , eight thousand forty nine , eight thousand fifty , eight thousand fifty one , eight thousand fifty two , eight thousand fifty three , eight thousand fifty four , eight thousand fifty five , eight thousand fifty six , eight thousand fifty seven , eight thousand fifty eight , eight thousand fifty nine ,'"
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]
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},
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"execution_count": 25,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"v.textify(x1[1])"
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]
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},
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"metadata": {},
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"outputs": [
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"text/plain": [
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"'eight thousand sixty , eight thousand sixty one , eight thousand sixty two , eight thousand sixty three , eight thousand sixty four , eight thousand sixty five , eight thousand sixty six , eight thousand sixty seven , eight thousand sixty eight , eight thousand sixty nine , eight thousand seventy , eight thousand seventy one , eight thousand seventy two , eight thousand seventy three , eight thousand'"
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]
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"execution_count": 26,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"v.textify(x2[1])"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 21,

‎RNNs.pptx

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