Cham's Blog Algorithm, skill and thinking

Categories

实用工具

2020-10-22 Thu. Python 工程语法与代码简化实用工具 python
2020-09-22 Tue. Python 常用文件读取与存储方式实用工具 python
2020-09-08 Tue. Pytorch 学习手册实用工具 pytorch DNN
2019-09-27 Fri. Git 常规语法实用工具 git
2018-11-26 Mon. Pytorch 学习笔记实用工具 torch
2018-08-10 Fri. 使用Typora编写Markdown笔记实用工具 latex typora
2018-03-08 Thu. 用Hexo搭建blog小记实用工具 Hexo blog

Machine-Learning

2020-10-25 Sun. Sklearn 机器学习全过程 Machine-Learning ml python
2020-04-15 Wed. 常用线性回归和分类模型 Machine-Learning linear LS LDA
2020-04-13 Mon. 支持向量机（SVM）笔记 Machine-Learning SVM
2020-04-02 Thu. 机器学习中的分布差异度量方法 Machine-Learning meausre entropy
2019-08-26 Mon. Pandas笔记--表格利器 Machine-Learning pandas
2018-12-09 Sun. 集成学习算法总结 Machine-Learning ensemble boosting
2018-12-06 Thu. 损失函数和正则化项 Machine-Learning loss regularization
2018-08-14 Tue. 关于PCA的五问 Machine-Learning PCA
2018-08-12 Sun. 协方差矩阵的计算以及实际意义 Machine-Learning Covariance PCA
2018-08-08 Wed. 关于生成模型和判别模型 Machine-Learning generative

Math

2019-09-15 Sun. Bootstrap和Monte Carlo采样 Math sampling
2018-12-01 Sat. 贝叶斯估计学习笔记 Math Bayes
2018-08-11 Sat. 矩阵基础和求导 Math matrix

思考阅读

2022-11-24 Thu. 我回来了思考阅读 Recording
2021-01-02 Sat. Year 2020 思考阅读 summary
2020-10-03 Sat. 机器学习科研方法论思考阅读 ML learning
2020-03-18 Wed. Seven Ways to Peace and Happiness 思考阅读 reading
2019-12-31 Tue. Year 2019 思考阅读 summary
2019-12-07 Sat. Walden--P15-19 思考阅读 walden
2018-12-31 Mon. Year 2018 思考阅读 summary
2018-10-04 Thu. Walden--Economy I 思考阅读 walden

Transfer-Learning

2019-01-04 Fri. 从教育心理学中的学习迁移看迁移学习 Transfer-Learning transfer

Deep-Learning

2019-07-24 Wed. 深度学习tricks Deep-Learning droupout BN CART
2019-01-07 Mon. 常用激活函数整理 Deep-Learning sigmoid ReLU

Brain-Computer-Interface

2019-07-25 Thu. 脑电信号（EEG）范式 Brain-Computer-Interface EEG dataset

论文报告

2020-04-11 Sat. 迁移学习中的联合概率判别MMD度量论文报告 transfer MMD
2019-12-11 Wed. 脑机接口中的流形嵌入知识迁移学习论文报告 BCI MEKT

Optimization-Theory

2020-04-22 Wed. 优化问题中的拉格朗日乘子法 Optimization-Theory Lagrange ADMM

经验分享

2020-05-31 Sun. 解决：任务栏上点Matlab会打开两个图标经验分享 windows

Content

实用工具 (7)
Machine-Learning (10)
Math (3)
思考阅读 (8)
Transfer-Learning (1)
Deep-Learning (2)
Brain-Computer-Interface (1)
论文报告 (2)
Optimization-Theory (1)
经验分享 (1)