从 Linear Model 到 Stacking，我是如何将 RMSLE 优化至 0.12 的？
Kaggle 房价预测实战复盘。记录从 Linear Model (0.16) 到 Stacking (0.12) 的优化全流程。
深入理解 Kitsune 模型
本文介绍了Kitsune，是一种用于在线网络入侵检测的自动编码器集合。
2024年度总结
12月份暨2024年度总结
Rolling Hashes：滚动哈希详解
关于滚动哈希算法的原理介绍，以及实战运用。
11月总结·2024
11月份的个人总结
Coursera-ML-AndrewNg-Notes-Week5
Learn more about neural network, introducing how to choose proper activation function and advanced optimization.
Coursera-ML-AndrewNg-Notes-Week4
Starting to learn about neural network of its architecture, with implementation in Python.
Coursera-ML-AndrewNg-Notes-Week3
Learning logical regression and explaining how to use reularization to solve the problem of overfitting.
Coursera-ML-AndrewNg-Notes-Week2
My notes of Coursera-ML-AndrewNg-Week2, introducing Linear Regression with Multiple Variable and Nonlinear Regression.
Coursera-ML-AndrewNg-Notes-Week1
My notes of Coursera-ML-AndrewNg-Week1, which introduces what is ML and explain how linear regression to solve problem.