doc2vec

Do not call .train() multiple times in your own loop that tries to do alpha arithmetic. It’s unnecessary, and it’s error-prone. Specifically, in the above code, decrementing the original 0.025 alpha by 0.001 forty times results in (0.025 – 40*0.001) -0.015 final alpha, which would also have been negative for many of the training epochs. … Read more