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AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
分类类别不平衡,解决办法:采样(SMOTE和算法集成技术等)、阈值移动、调整代价或权重,附带信用卡诈骗案例
Kaggle Python docker image
Self-collection about knowledge or points or some thoughts for convenient access to them when necessary. Maybe primary level, but being useful or helpful for myself is the key point.
Python-based implementations of algorithms for learning on imbalanced data.
Comparison study of metrics (F1, recall), sampling (under, over, SMOTE), cost sensitive (class weight) and different model (GB, XGB)'s performance in handling imbalanced data
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Eclipse Jetty® - Web Container & Clients - supports HTTP/2, HTTP/1.1, HTTP/1.0, websocket, servlets, and more
Oversampling for imbalanced learning based on k-means and SMOTE
Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著
Multi-class with imbalanced dataset classification
存放练习的代码
WeChat Official Accounts, zhihu and CSDN'blog code
个人网站
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.