From 856140ea1cb703fe061e084e51cad445d0fe8a69 Mon Sep 17 00:00:00 2001 From: benjas <909336740@qq.com> Date: Sat, 2 Jan 2021 09:03:53 +0800 Subject: [PATCH] Add-CBOW and Skipgram model --- 深度学习入门/assets/1609548501773.png | Bin 98484 -> 68987 bytes 深度学习入门/assets/1609548578713.png | Bin 55391 -> 33783 bytes 深度学习入门/assets/1609548813211.png | Bin 0 -> 29394 bytes 深度学习入门/assets/1609548875711.png | Bin 0 -> 36116 bytes 深度学习入门/assets/1609548965958.png | Bin 0 -> 46201 bytes 深度学习入门/assets/1609549331116.png | Bin 0 -> 51775 bytes ...归神经网络与词向量原理解读.md | 21 +++++++++++++++++- 7 files changed, 20 insertions(+), 1 deletion(-) create mode 100644 深度学习入门/assets/1609548813211.png create mode 100644 深度学习入门/assets/1609548875711.png create mode 100644 深度学习入门/assets/1609548965958.png create mode 100644 深度学习入门/assets/1609549331116.png diff --git a/深度学习入门/assets/1609548501773.png b/深度学习入门/assets/1609548501773.png index 16880be12f9f2feaa6977a072c9b589fc5551aa3..1da56adefb571c089307b843a3affcbd6005d126 100644 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zt!@Nf4Qp#_VSQ~qteZ~Yv#291qW!10!FM*2z3@p^%ybs~iaO7a z7JM!h85ut~Xl^r_MqTHVr(4YpGusOF`dZl7VB4zI^g@M0dLtvF;q<9fVS4&hs8lAc zC(j6-)oXUZc%^=k7}bL$jCLaQ6q(QuhD_*37?IFp%bGmF&*ZxMR`dU4# z*VjYS$Q{CtE8pXSxk%yk(&La0L{6`rYp*<5XJlmjpm60}XlS;mYN{-1?O0cN;~V?R zE0u~7`HYeJSm^GudT#YO@?fgsU#!?EdA192rg1{Yskff7KQf^oLs0QoS8L(fv#QUv zL-ab6-3-k)8rIS$=j|V6YUO8SWV8<$Dup^$=NZa7xpc6UA*w|?3?;i}k zy*-7m6e32i>~=tm?a>R*IDBM6KStQe%Gh(K^3tML4}Oy&J9E-(CJQZayJhaYvg0GS zgflYQ20m0C>m 也就是可以是无监督学习,但文字的前后一定是有先后顺序的,不能没有说话逻辑。 + + + +#### CBOW与Skipgram模型 + +CBOW:根据上下文预测中间内容 + +![1609548813211](assets/1609548813211.png) + +Skipgram:根据中间内容预测上下文 + +![1609548875711](assets/1609548875711.png) + +两模型输入输出如下: + +![1609548965958](assets/1609548965958.png) + +> 这两个模型都存在gensim里,后续调用该工具包即可。 \ No newline at end of file