Collection of small programs.
Some basic theory links and naive notes are in the directory theory
| Sr.No. | Algorithm | Type | Links |
|---|---|---|---|
| 1 | PCA (Principal Component Analysis) | Dimensionality Reduction | Code :: Theory |
| 2 | LDA (Linear Discriminant Analysis) | Dimensionality Reduction | Code :: Theory |
| Sr.No. | Algorithm | Type | Links |
|---|---|---|---|
| 1 | Logistic Regression | Classification | Code :: Theory(Find Logistic Regression section) |
| 2 | Latent Dirichlet Allocation | Document clustering (topic modeling) | Code :: Theory |
| 3 | CollectMap | UDAF for Apache Spark | Code |
| 4 | Median | UDAF for Apache Spark | SimpleMedian |
| 5 | Searching | akka-actors | Maven Project |
| 6 | Inverted Index | Spark Core | Maven Project |
| Sr.No. | Algorithm | Type | Code links |
|---|---|---|---|
| 1 | Insertion Sort | Sorting | Scala :: Java |
| 2 | Shell Sort | Sorting | Java |
| 3 | Merge Sort | Sorting | Scala :: Java |
| 4 | Quick Sort | Sorting | Scala :: Java |