In this repository, you will find implementations of the most commonly used Machine Learning algorithms. There will be only simple case studies for each. I will remain to add missing algorithms.You can also make contributions to those missing parts.
1. Supervised Learning
- Classification
- Regression
2. Unsupervised Learning
- Clustering
- K-means
- K-modes
- Hierarchical
- DBSCAN
- Dimensionality Reduction
- Principal Component Analysis (PCA)
- Linear Discriminant Analysis
- Association