MCPcopy
hub / github.com/apachecn/ailearning

github.com/apachecn/ailearning @v2.0 sqlite

repository ↗ · DeepWiki ↗ · release v2.0 ↗
300 symbols 717 edges 55 files 140 documented · 47%
README

MachineLearning

欢迎任何人参与和完善：一个人可以走的很快，但是一群人却可以走的更远

第一部分 分类

第二部分 利用回归预测数值型数据

第三部分 无监督学习

第四部分 其他工具

第五部分 项目实战(非课本内容)

阶段性总结

ApacheCN-机器学习视频-更新地址-AcFun

ApacheCN-机器学习视频-更新地址-bilibili

ApacheCN-机器学习视频-更新地址-优酷

ApacheCN-机器学习视频-讨论版-百度云地址

Core symbols most depended-on inside this repo

fit
called by 13
src/python/16.RecommenderSystems/python/Recommender.py
isTree
called by 11
src/python/9.RegTrees/regTrees.py
rssError
called by 8
src/python/8.PredictiveNumericalDataRegression/regression.py
lwlrTest
called by 7
src/python/8.PredictiveNumericalDataRegression/regression.py
testDigits
called by 6
src/python/6.SVM/svm-complete.py
searchForSet
called by 6
src/test/jiangzhonglian_regression.py
loadDataSet
called by 5
src/python/8.PredictiveNumericalDataRegression/regression.py
map
called by 5
src/python/15.BigData_MapReduce/proximalSVM.py

Shape

Function 246
Method 43
Class 11

Languages

Python100%

Modules by API surface

src/test/jiangzhonglian_regression.py17 symbols
src/python/6.SVM/svm-complete.py17 symbols
src/python/9.RegTrees/regTrees.py16 symbols
src/python/8.PredictiveNumericalDataRegression/regression.py16 symbols
src/python/4.NaiveBayes/bayes.py15 symbols
src/python/7.RandomForest/randomForest.py14 symbols
src/python/14.SVD/svdRecommend.py13 symbols
src/python/11.Apriori/apriori.py13 symbols
src/python/6.SVM/svm-complete_Non-Kernel.py12 symbols
src/python/12.FrequentPattemTree/fpGrowth.py12 symbols
src/python/3.DecisionTree/DecisionTree.py11 symbols
src/python/5.Logistic/logistic.py10 symbols

For agents

$ claude mcp add ailearning \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact