Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
nltk.util.ngrams nltk.bigrams nltk.PorterStemmer
from nltk.util import ngrams
sentence = 'this is a foo bar sentences and i want to ngramize it'
n = 6
sixgrams = ngrams(sentence.split …Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
In statistics, a unit root test tests whether a time series variable is non-stationary using an autoregressive model. A well-known test that is valid in large samples is the augmented Dickey …
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
existing stemming method such as NLTK.PorterStem, etc.
didn't -> did not, there's -> there is, etc. Mr. -> Mister Mrs. -> ... Ms. -> ...
it seems that it is hard to get …
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 …Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
PyTorch uses pickle to serialize and deserialize objects.
The PyTorch convention is
to use the file extension .pt or .pth for saving model (or its parameters)
and use the file extension …
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
https://github.com/dmlc/dgl