https://github.com/innofang/algo4ml

🐍 algorithm for machine learning
https://github.com/innofang/algo4ml

algorithm decision-tree knn logistic-regression machine-learning machine-learning-algorithms machine-learning-in-action naive-bayes python3

Last synced: 3 months ago
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🐍 algorithm for machine learning

• Host: GitHub
• URL: https://github.com/innofang/algo4ml
• Owner: InnoFang
• License: gpl-3.0
• Created: 2017-06-24T08:11:57.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2023-08-13T09:17:43.000Z (over 1 year ago)
• Last Synced: 2023-08-13T10:28:23.150Z (over 1 year ago)
• Topics: algorithm, decision-tree, knn, logistic-regression, machine-learning, machine-learning-algorithms, machine-learning-in-action, naive-bayes, python3
• Language: Python
• Homepage:
• Size: 2.56 MB
• Stars: 7
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Algorithm for machine learning

 + [x] kNN

 + [x] Decision Tree

 + [x] Naive Bayes

 + [x] Logistic Regression

 + [x] SVM

 + [x] AdaBoost

 + [x] Linear Regression

 + [x] CART

 + [x] K-means

 + [x] PCA 

 + [x] Apriori

 + [x] FP-growth

# Reference

 + Machine Leanrning in Action 

 + [Thoughtful Machine Learning with Python: A Test-Driven Approach](https://github.com/thoughtfulml/examples-in-python)

 + [leanrn_dl](https://github.com/hanbt/learn_dl)  

 + [MachineLearning](https://github.com/apachecn/MachineLearning)  

 + [Play-with-Machine-Learning-Algorithms](https://github.com/liuyubobobo/Play-with-Machine-Learning-Algorithms)