https://github.com/zmyzheng/mahcinelearning

machine learning algorithms realization
https://github.com/zmyzheng/mahcinelearning

boosted-decision-trees conditional-probability-estimation cross-validation feature-extraction gradient-descent linear-regression logistic-regression machine-learning naive-bayes nearest-neighbors neural-networks perceptron random-forests

Last synced: 8 months ago
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machine learning algorithms realization

• Host: GitHub
• URL: https://github.com/zmyzheng/mahcinelearning
• Owner: zmyzheng
• Created: 2017-03-17T23:08:10.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2017-11-30T00:13:06.000Z (almost 8 years ago)
• Last Synced: 2025-02-05T10:15:20.584Z (10 months ago)
• Topics: boosted-decision-trees, conditional-probability-estimation, cross-validation, feature-extraction, gradient-descent, linear-regression, logistic-regression, machine-learning, naive-bayes, nearest-neighbors, neural-networks, perceptron, random-forests
• Language: Python
• Homepage:
• Size: 20.6 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# MahcineLearning

- Linear Regression

- Gradient descent for Logistic regression

- NaiveBayes

- Nearest Neighbors for OCR

- Conditional probability estimation

- Perceptron_Feature_extraction_Cross_Validation

- Non-linear Classifier

  - boosted decision trees 

  - random forests

  - neural networks