README.md

Pseudo-Non-Linear Data Augmentation

This is the official implementation of Pseudo-Non-Linear Data Augmentation via Energy Minimization.

Setup Guide

In order to use this framework, you need to have a working installation of Python 3.11 or newer.

Quick Start

Citations

If you find this repository valuable, please give it a star! Got any questions or feedback? Feel free to open an issue. Using this in your work? Please reference us using the provided citation:

@misc{hu2024pseudononlinear,
  author        = {Pingbang Hu and Mahito Sugiyama},
  title         = {Pseudo-Non-Linear Data Augmentation via Energy Minimization},
  archiveprefix = {arXiv},
  eprint        = {2410.00718},
  primaryclass  = {cs.LG},
  url           = {https://arxiv.org/abs/2410.00718},
  year          = {2024}
}