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Showing posts with the label Gensim

Gensim Equivalent Of Training Steps

Does gensim Word2Vec have an option that is the equivalent of 'training steps' in the Tenso… Read more Gensim Equivalent Of Training Steps

Word2vec - What Is Best? Add, Concatenate Or Average Word Vectors?

I am working on a recurrent language model. To learn word embeddings that can be used to initialize… Read more Word2vec - What Is Best? Add, Concatenate Or Average Word Vectors?

Gensim Fasttext Cannot Get Latest Training Loss

Problem description It seems that the get_latest_training_loss function in fasttext returns only 0.… Read more Gensim Fasttext Cannot Get Latest Training Loss

Calculate Perplexity Of Word2vec Model

I trained Gensim W2V model on 500K sentences (around 60K) words and I want to calculate the perplex… Read more Calculate Perplexity Of Word2vec Model

Load Pre-trained Word Embeddings

I want to load pre-trained word embeddings from google news model = gensim.models.KeyedVectors.load… Read more Load Pre-trained Word Embeddings

Issues In Doc2vec Tags In Gensim

I am using gensim doc2vec as below. from gensim.models import doc2vec from collections import named… Read more Issues In Doc2vec Tags In Gensim

Gensim.ldamulticore Throwing Exception:

I am running LDAMulticore from the python gensim library, and the script cannot seem to create more… Read more Gensim.ldamulticore Throwing Exception:

Loss Does Not Decrease During Training (word2vec, Gensim)

What can cause loss from model.get_latest_training_loss() increase on each epoch? Code, used for … Read more Loss Does Not Decrease During Training (word2vec, Gensim)