NearestNeighbors

Overview

This repository aims to consolidate code implementations for various Nearest Neighbor (NN) methods.

Methods to Be Consolidated

1. Vanilla Nearest Neighbors
   Paper: arXiv:2202.06891

2. TS (Two Sided) Nearest Neighbors
   Paper: arXiv:2411.12965

3. DR (Doubly Robust) Nearest Neighbors
   Paper: arXiv:2211.14297

4. DNN (Wasserstein Distance)
   Paper: arXiv:2410.13112

5. DNN (Kernel-based)
   Paper: arXiv:2410.13381

6. Syn-NN (Synthetic Nearest Neighbors)
   Paper: arXiv:2109.15154
   Code: Syn-NN implementation

7. Nadaraya-Watson
   Code: GitHub repository