https://github.com/wuruoyu/cs578-statistical-ml

Implement some classic ML algorithms (e.g., KNN, Decision Tree, Neural Network, Batch/Stochastic Gradient Descent and Adaboost)
https://github.com/wuruoyu/cs578-statistical-ml

machine-learning-algorithms

Last synced: about 2 months ago
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Implement some classic ML algorithms (e.g., KNN, Decision Tree, Neural Network, Batch/Stochastic Gradient Descent and Adaboost)

• Host: GitHub
• URL: https://github.com/wuruoyu/cs578-statistical-ml
• Owner: wuruoyu
• Created: 2018-10-09T13:03:53.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2022-09-17T14:36:05.000Z (over 2 years ago)
• Last Synced: 2024-06-17T23:32:54.259Z (7 months ago)
• Topics: machine-learning-algorithms
• Language: Python
• Homepage:
• Size: 14 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# CS578-Statistical-ML

### HW1 

Implemented KNN and Decision tree

### HW2

Implemented Vanilla Perceptron and Average Perceptron

### HW3

Implemented Batch/Stochastic Gradient Descent with Logistic Function

#### HW4

Implemented Adaboost