I just want to be able to see the values in my word2vec model.
I have a very small corpus. I just want to see exactly what happens in each step for this particular corpus.
A section of my code is below.
word2vec = Word2Vec(corpus, min_count=1)
word_vectors = word2vec.wv
termsim_index = WordEmbeddingSimilarityIndex(word_vectors)
dictionary = corpora.Dictionary(food)
bow_corpus = [dictionary.doc2bow(doc) for doc in food]
similarity_matrix = SparseTermSimilarityMatrix(termsim_index, dictionary)
docsim_index = SoftCosineSimilarity(bow_corpus, similarity_matrix, num_best=10)
So I want to see what exactly is in word_vectors,termsim_index,similarity_matrix , docsim_index
To see more of what's happening during each function, you should enable logging at the INFO level.
But then, each of your created objects have documented properties you can freely examine – either by looking at the gensim docs per class, or using generic Python operations – like those described in other SO questions, such as Is there a built-in function to print all the current properties and values of an object?.
To give more specific suggestions, you'd have to explain more what exactly you "want to see".