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Updating "Classifying Names with a Character-Level RNN" #2954

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Updating "Classifying Names with a Character-Level RNN" #2954

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52889cf
Updating 8 year old tutorial to include DataLoader, splitting into tr…
mgs28 Jun 24, 2024
126f7ad
use label instead of category for class and remove old cmd line code-…
mgs28 Jun 24, 2024
83612a5
Merge branch 'main' into mgs28-char-rnn-update
mgs28 Jun 24, 2024
b4db18d
Simplify RNN class (e.g. one forward function), adding minibatches + …
mgs28 Jun 28, 2024
64169cf
Merge branch 'mgs28-char-rnn-update' of github.com:mgs28/tutorials in…
mgs28 Jun 28, 2024
fc0b379
Merge branch 'main' into mgs28-char-rnn-update
svekars Jul 8, 2024
b0202ec
Merge branch 'main' into mgs28-char-rnn-update
mgs28 Jul 10, 2024
6d08a08
fixing spelling errors, slight change to # of iterations to generate …
mgs28 Jul 10, 2024
80804ae
decreasing training time by 97% (72s on CPU) by tuning hyper paramete…
mgs28 Jul 11, 2024
ec6cb48
Merge branch 'main' into mgs28-char-rnn-update
mgs28 Jul 11, 2024
07cdb7a
Merge branch 'main' into mgs28-char-rnn-update
svekars Jul 15, 2024
10cfcaa
removing updated by
mgs28 Jul 15, 2024
ecb97ef
Merge branch 'pytorch:main' into mgs28-char-rnn-update
mgs28 Jul 24, 2024
8508a8b
Merge branch 'main' into mgs28-char-rnn-update
svekars Aug 2, 2024
fb72a18
Merge branch 'main' into mgs28-char-rnn-update
mgs28 Sep 4, 2024
fd23ebe
Merge branch 'main' into mgs28-char-rnn-update
svekars Sep 5, 2024
cf3de68
based on Joel's review of Sept 9th: removing NameData object, combini…
mgs28 Sep 13, 2024
3d2bb57
fixing training description to focus on the single train() function r…
mgs28 Sep 13, 2024
e08b4e3
updating tutorial to use nn.rnn in composition
mgs28 Sep 17, 2024
d9d81a1
Merge branch 'main' into mgs28-char-rnn-update
mgs28 Sep 17, 2024
8258deb
Update intermediate_source/char_rnn_classification_tutorial.py
mgs28 Sep 24, 2024
d7cfb5d
Merge branch 'main' into mgs28-char-rnn-update
mgs28 Sep 24, 2024
3f11bc1
tuning the results to show more of a diagonal on confusion matrix.. C…
mgs28 Sep 25, 2024
76b5f55
Merge branch 'main' into mgs28-char-rnn-update
mgs28 Sep 25, 2024
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11 changes: 11 additions & 0 deletions en-wordlist.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -33,6 +33,7 @@ Captum
Captum's
CartPole
Cayley
CharRNN
Chatbots
Chen
Colab
Expand Down Expand Up @@ -152,7 +153,10 @@ MaskRCNN
Minifier
MobileNet
ModelABC
MPS
Mypy
NameData
NamesDataset
NAS
NCCL
NCHW
Expand Down Expand Up @@ -367,6 +371,7 @@ enum
eq
equalities
et
eval
evaluateInput
extensibility
fastai
Expand Down Expand Up @@ -417,12 +422,14 @@ jpg
json
judgements
jupyter
kernals
keypoint
kwargs
labelled
latencies
learnable
learnings
lineToTensor
linearities
loadFilename
logits
Expand Down Expand Up @@ -456,6 +463,7 @@ namespace
natively
ndarrays
nightlies
nn
num
numericalize
numpy
Expand Down Expand Up @@ -523,6 +531,7 @@ resnet
restride
rewinded
rgb
rnn
rollout
rollouts
romanized
Expand Down Expand Up @@ -589,12 +598,14 @@ traceback
tradeoff
tradeoffs
triton
txt
uint
umap
uncomment
uncommented
underflowing
unfused
unicode
unimodal
unnormalized
unoptimized
Expand Down
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