458 Commits (8ddf795590acd75990cca9e149dd0d851b5582a4)
 

Author SHA1 Message Date
benjas 8ddf795590 Add. 升维可分问题
5 years ago
benjas 0fbbfffe4e Add. 红豆绿豆的前世今生
5 years ago
benjas b59a75a2ba Add. Support vector machines
5 years ago
benjas bf73c93c42 Add. Summarization
5 years ago
benjas 4b4ee86a79 Add. Maximum entropy model
5 years ago
benjas e28be495d9 Add. A story about the Maximum entropy model
5 years ago
benjas 9ebc5726e1 Add. Summarization
5 years ago
benjas d79dfa2eda Add. A story about the Logistic regression
5 years ago
benjas 8ab43752f2 Create 6.逻辑斯蒂回归与最大熵
5 years ago
benjas 087c36b594 Add. Summarization
5 years ago
benjas 464f107928 Add. Build the decision tree
5 years ago
benjas 9592593d16 Add. Information gain ratio
5 years ago
benjas 8e29c1a94a Add. Example
5 years ago
benjas a0bfa9cc94 Add. Information entropy
5 years ago
benjas ab1ebabd1c Create 5.决策树——每次选一边.md
5 years ago
benjas 4215f90fd5 Add. Summarization
5 years ago
benjas 87b60e7c26 Add. Mathematical understanding
5 years ago
benjas 08202a296a Add. Mathmetical
5 years ago
benjas 6ea4602100 Create. Naive Bayes
5 years ago
benjas 241cd1ac09 Add. Summarization
5 years ago
benjas e3f482dd59 Add. How to chose K
5 years ago
benjas 605f940b05 Add. Distance measure
5 years ago
benjas 5fadc2bb7e Add. K-nearest neighbor
5 years ago
benjas fcd416afca Add. Summarization
5 years ago
benjas e64e56a5fd Add. Example
5 years ago
benjas 4acc814fda Add. Learning policy
5 years ago
benjas 078bbae049 Add. Perceptron
5 years ago
benjas cf841eb135 Create 1.统计学习方法概论
5 years ago
benjas fe14588616 Create README.md
5 years ago
benjas c3643829cc Create 1.统计学习方法概论.md
5 years ago
benjas dea6273328 Delete README.md
5 years ago
benjas f5977baf2d Add. Summarization
5 years ago
benjas 16f97323e9 Add. Classification
5 years ago
benjas fd055ed939 Add. Generative model and discriminant model
5 years ago
benjas 320a5cc973 Add. Generalization ability
5 years ago
benjas 0a2ae9a5fc Add. Model evaluation and model selection
5 years ago
benjas def646dd53 Add. Element of statistical learning
5 years ago
benjas 0f5c80adde Create. 李航——统计学习方法
5 years ago
benjas fad9fc00cb Fix. Correct the wrong words in the sentence
5 years ago
benjas 1dbab5ebf0 Delete non-linear-regression-x-y.csv
5 years ago
benjas 6f7a95fc35 Update misc.xml
5 years ago
benjas 596d8386d2 Update MultivariateLinearRegression.py
5 years ago
benjas 824024810c Add. MultivariateLinearRegression
5 years ago
benjas 5e2d0f93aa Fix. Some rules of PE8
5 years ago
benjas cef8510897 Add. Training LinearRegression
5 years ago
benjas 363991f7b8 Add. Define the data and labels
5 years ago
benjas d9d0006c45 Add. Loss and forecast module
5 years ago
benjas 21cbf93963 Add. Realizes the Gradient Descent
5 years ago
benjas a06f650b3e Update. 第一章——线性回归原理.md
5 years ago
benjas 73b86afa29 Add. LinearRegression initialization
5 years ago