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 Made with 💛 by Mainak Chaudhuri.