ML-Algorithms

List of some top machine learning algorithms. Just give a dive and explore the world of ML.

A. Regressions

1. Simple Linear Regression

2. Multivariate Regression

3. Polynomial Regression

4. Support Vector Regression

B. Classification

5. Decision tree classifier

6. Random forest classifier

7. Naive-Bayes classifier

8. K-Nearest Neighbour

9. Logistic regression classifier

10. Support Vector Machine

C. Clustering

11. K-Mean Clustering

12. Heirirchical Clustering

13. Spectral Clustering

14. Agglomerative Clustering

D. Reinforcement Learning

15. Thompson Sampling

16. Upper Confidence Bound

17. Dimensionality Reduction (PCA)

E. Association Rule Learning

18. Apriori

19. Eclat

20. Cross Validation

Made with 💛 by Mainak Chaudhuri.