word2vec-pytorch's Introduction

Word2vec Pytorch

Fast word2vec implementation at competitive speed compared with fasttext. The slowest part is the python data loader. Indeed, Python isn't the fastest programming language, maybe you can improve the code :)

Advantages

Easy to understand, solid code
Easy to extend for new experiments
You can try advanced learning optimizers, with new learning technics
GPU support

Supported features

Skip-gram
Batch update
Cosine Annealing
Negative Sampling
Sub-sampling of frequent word

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romanshen / word2vec-pytorch Goto Github PK