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实现中文文本分类,支持文件、文本分类,基于多项式分布的朴素贝叶斯分类器。由于工作实际应用是二分类,加之考虑到每个分类属性都建立map存储词语向量可能引起的内存问题,所以目前只支持二分类。当然,直接复用这个结构扩展到多分类也是很容易。之所以自己写,主要原因是没有仔细研读mahout、weka等代码,不能灵活地进行中文分词、停用词过滤、词频统计、TF-IDF等,也就是向量化和特征提取没有自己手写相对灵活。
This is the cs231n assignment solution
Sharing the CTR Prediction original paper and personal study notes
Kaggle 平台上练习——灾难幸存者分类。基于多种分类方法的组合分类系统,同时额外增加了新的特征。
机器学习第二次作业:多分类的AdaBoost.MH AdaBoost.MR
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
Simhash Java单机实现
DataCastle 大学生助学金精准资助预测(样本不均衡条件下的多分类任务)第7/352名解决方案
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 is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
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.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.