Awesome
CODiT: Conformal Out-of-Distribution Detection in Time-series Data for Cyber-Physical Systems
This repository contains the code for the paper available at https://arxiv.org/abs/2207.11769
Clone this repo:
git clone https://github.com/kaustubhsridhar/time-series-OOD.git
cd time-series-OOD
CODiT results
cd ours
and follow instructions in README.md for reproducing CODiT's results reported in the paper
Related Work results
cd Related-Work
and follow instructions in README.md for reproducing results from Feng et al.'s, Cai et al.'s (VAE), Ramankrishna et al's (Beta-VAE), and Yang et al's (Memory) detectors reported in the paper