siamese dssm sentence_similarity sentece_similarity_rank tensorflow
siamese_dssm
v1.0
simaese 判断句子相似度。
v2.0
添加 基于siamese的句子相似度排序，类似于 搜索召回
v3.0
添加 dssm，判断句子相似度
v4.0
dssm和 siamese融合，强化句子相似度排序
目前处于v3.0阶段
入口文件：train.py 执行方式：python train.py 句向量召回测试： infer.py 优化
语料：corpus.txt
所用版本： python=3.5.2 tensorflow=1.3.0
优化方式： 目前已做优化：
1.余弦距离计算方式完善
2.添加激活函数
尚待优化：
1.更改相似度计算方式及损失函数，余弦距离+方差 改为其他诸如 交叉熵等等；
2.更改句子向量获取方式，rnn改为cnn；
3.rnn输出，output或者state作为下一步的变量
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.