Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
SLIDE: Sub-Linear Deep Learning Engine
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Deep Learning Libraries for Dialog Systems and Chatbots
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
References
https://github.com/deepmipt/DeepPavlov
Device Managment in PyTorch
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
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Modules can hold parameters of different types on different devices, so it's not always possible to unambiguously determine the device. The recommended workflow in PyTorch is to create the device object …
Keywords Extracting from Text
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Word Stemming
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existing stemming method such as NLTK.PorterStem, etc.
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didn't -> did not, there's -> there is, etc. Mr. -> Mister Mrs. -> ... Ms. -> ...
Other things
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it seems that it is hard to get …
Make Your Model Training Reproducible in PyTorch
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
The PyTorch doc Reproducibility has very detailed instructions on how to make your model training reproducible. Basically, you need the following code.
torch.manual_seed(args.seed)
np.random.seed(args.seed …