
深度学习
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word2vec 的 Pytorch 实现
import collectionsimport mathimport randomimport sysimport timeimport osimport numpy as npimport torchfrom torch import nnimport torch.utils.data as Dataimport d2lzh_pytorch as d2lprint(t...原创 2020-02-25 16:02:55 · 698 阅读 · 0 评论 -
Pytorch 实现注意力机制
import mathimport torch import torch.nn as nnimport osdef file_name_walk(file_dir): for root, dirs, files in os.walk(file_dir):# print("root", root) # 当前目录路径 print("dirs"...原创 2020-02-18 21:15:56 · 7007 阅读 · 0 评论 -
Pytorch 从零开始实现 GRU
import numpy as npimport torchfrom torch import nn, optimimport torch.nn.functional as F载入数据import syssys.path.append("../input/")import d2l_jay9460 as d2ldevice = torch.device('cuda' if t...原创 2020-02-18 21:05:29 · 5506 阅读 · 1 评论 -
Pytorch 实现 LeNet
#importimport sysimport d2lzh_pytorch as d2limport torchimport torch.nn as nnimport torch.optim as optimimport time#netclass Flatten(torch.nn.Module): #展平操作 def forward(self, x): ...原创 2020-02-18 20:58:30 · 400 阅读 · 0 评论 -
Pytorch 实现循环神经网络
import timeimport mathimport numpy as npimport torchfrom torch import nn, optimimport torch.nn.functional as Fimport syssys.path.append("..") import d2lzh_pytorch as d2ldevice = torch.devic...原创 2020-02-14 17:49:44 · 1042 阅读 · 0 评论 -
Pytorch 实现 Softmax 回归
import torch import torchvisionimport numpy as npimport sysfrom torch import nnfrom torch.nn import init加载数据def load_data_fashion_mnist(batch_size, resize=None, root='~/Datasets/FashionMNI...原创 2020-02-14 17:37:32 · 561 阅读 · 0 评论