Algorithms¶
Classification Algorithms¶
- Logistic Regression
- Naive Bayes
- Random Forest
- SVM with SGD
- Lib SVM
Regression Algorithms¶
- Linear Regression
- Random Forest
Clustering Algorithms¶
- K means
- Power Iteration Clustering
Dimensionality Reduction Algorithms¶
- Principal Component Analysis
Topic Modelling Algorithms¶
- Latent Dirichlet Allocation (LDA)
Recommendation Algorithms¶
- Collaborative Filtering using ALS (Alternating Least Squares)
Graph Algorithms¶
- Label Propagation
- Loopy Belief Propagation