This repository contains code examples for machine learning tasks and algorithms. You are free to use them for educational and research purposes.
| Name | Description | Notebook |
|---|---|---|
| Data Preprocessing | Apply data preprocessing methods |
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| Find-S Algorithm | Implement Find-S Algorithm |
|
| Candidate Elimination Algorithm | Implement Candidate Elimination Algorithm |
|
| Decision Tree Algorithm | Implement Decision Tree Algorithm |
|
| K Nearest Neighbor Algorithm | Implement KNN Algorithm |
|
| K-Means Algorithm | Implement K Means Algorithm |
|
| Naive Bayes Algorithm | Implement Naive Bayes Algorithm |
|
| Support Vector Machine | Implement SVM Algorithm |
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If you have any questions regarding these notebooks, please open an issue. I will address it as soon as possible.