https://github.com/yiyiyi0817/basic-machine-learning

哈工大机器学习实验作业 machine learning lab assignments
https://github.com/yiyiyi0817/basic-machine-learning

harbin-institute-of-technology machine-learning machine-learning-algorithms

Last synced: about 1 month ago
JSON representation

哈工大机器学习实验作业 machine learning lab assignments

• Host: GitHub
• URL: https://github.com/yiyiyi0817/basic-machine-learning
• Owner: yiyiyi0817
• License: mit
• Created: 2023-01-26T09:48:18.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-01-26T11:36:55.000Z (over 2 years ago)
• Last Synced: 2025-03-30T02:04:29.278Z (2 months ago)
• Topics: harbin-institute-of-technology, machine-learning, machine-learning-algorithms
• Language: Python
• Homepage:
• Size: 36.4 MB
• Stars: 5
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Basic-Machine-Learning

哈工大2022秋机器学习实验作业  

HIT Fall 2022 Semester Machine Learning Lab Assignment  

  

  

实验1：多项式拟合正弦曲线  

lab1:Fitting a sine curve to a polynomial  

  

实验2：逻辑回归  

Lab2:Logistic regression  

  

实验3：k-means聚类  

Lab3:k-means clustering  

  

实验4：PCA主成分分析  

Lab4:Principal component analysis  

  

  

要求是只调用math/numpy这一类数学运算库实现相关的机器学习算法，而不能调用现成的机器学习库(如sklearn等)。算法说明详见实验报告。  

The requirement is to only use math/numpy modules to implement the relevant machine learning algorithms, 

rather than using existing machine learning modules such as sklearn.