https://github.com/azheng333/BigDataML

https://github.com/azheng333/BigDataML

Last synced: 22 days ago
JSON representation

• Host: GitHub
• URL: https://github.com/azheng333/BigDataML
• Owner: azheng333
• Created: 2016-07-27T02:22:24.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2016-07-27T12:49:24.000Z (over 8 years ago)
• Last Synced: 2024-08-05T17:42:17.176Z (4 months ago)
• Language: Python
• Size: 40 KB
• Stars: 32
• Watchers: 3
• Forks: 12
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-hacking-lists - azheng333/BigDataML - (Python)

README

        
# BigDataML

#第八章线性回归

##最小二乘法

least_square.py

##残差分析

residual_analysis.py

##非线性最小二乘法

non-linear_least_squares.py

#第九章聚类

##k-means

k-means.py

##层次聚类

hierarchical_clustering.py

##密度聚类

dbscan.py

##聚类评估

clustering_tendency.py

##簇数确定

elbow_method.py

##测定聚类质量

silhouette_coefficient.py

#第十章分类

##朴素贝叶斯和疾病预测

naive_bayes_gaussian.py

##决策树

info.py

##随机森林

random_forest_classifier.py

##隐马尔可夫模型

hidden_markov_model.py

##遗传算法 背包问题

genetic1.py

##遗传算法 极大值问题

genetic2.py

#第十四章

##文本分类

naive_bayes_multinomial.py

##k近邻

k_neighbors.py

##svm

svm_classification.py

#sql部分

sql.txt