In FastText, I have unbalanced labels. What is the best way to handle it?

I am trying to use the FastText's french pre-trained binary model (downloaded from the official FastText's github page). I need the .bin model and not the .vec word-vectors so as to approximate mis...

I am using a pre-trained fasttext model https://github.com/facebookresearch/fastText/blob/master/pretrained-vectors.md). I use Gensim to load the fasttext model. It can output a vector for any wo...

I am trying to train a fasttext classifier in windows using fasttext python package. I have a utf8 file with lines like __label__type1 sample sentence 1 __label__type2 sample sentence 2 __label__...

I am using gensim to load pre-trained fasttext model. I downloaded the English wikipedia trained model from fasttext website. here is the code I wrote to load the pre-trained model: from gensim...

I am training a fastText model using gensim.models.fasttext. However, I can't seem to find a method to compute the loss of the iteration for logging purposes. If I look at gensim.models.word2vec, i...

I am trying to use fastText with PyCharm. Whenever I run below code: import fastText model=fastText.train_unsupervised("data_parsed.txt") model.save_model("model") The process exits with this ...

I read the paper and googled as well if there is any good example of the learning method(or more likely learning procedure) For word2vec, suppose there is corpus sentence I go to school with lu...

I recently downloaded fasttext pretrained model for english. I got two files: wiki.en.vec wiki.en.bin I am not sure what is the difference between the two files?

I am working on a text classification problem, that is, given some text, I need to assign to it certain given labels. I have tried using fast-text library by Facebook, which has two utilities of i...

At 15:10 of this video about fastText it mentions syntactic analogy and semantic analogy. But I am not sure what the difference is between them. Could anybody help explain the difference with exam...

Simply I am getting this error: gcc: error: fasttext/fasttext.c: No such file or directory gcc: fatal error: no input files compilation terminated. error: command 'gcc' failed with exit status ...