First of all install update and upgrade your system:
$ sudo apt update
$ sudo apt upgradeThen, install required libraries:
| # encoding=utf-8 | |
| # Project: learn-pytorch | |
| # Author: xingjunjie github: @gavinxing | |
| # Create Time: 29/07/2017 11:58 AM on PyCharm | |
| # Basic template from http://pytorch.org/tutorials/beginner/nlp/word_embeddings_tutorial.html | |
| import torch | |
| import torch.nn as nn | |
| import torch.autograd as autograd | |
| import torch.optim as optim |
| #!/usr/bin/env python | |
| # -*- coding: utf-8 -*- | |
| # vim: tabstop=4 shiftwidth=4 expandtab number | |
| """ | |
| glove的简易实现,包括 | |
| - 准备训练数据 | |
| - 训练词向量 | |
| - 实验词向量观察语义空间的降维效果 |