gwusun / pytorch-donut

✨ Am implement for Donut, a univariate time series anomaly detection algorithm, with pytorch .✨

✨ Am implement for Donut, a univariate time series anomaly detection algorithm, with pytorch .✨ Reference to flower-kyo/pytorch-donut.

Introduction

We use the cpu4.csv in NetManAIOps/donut as a test dataset. The result in different epochs are as follows:

1 epoch:

10 epochs:

100 epochs:

250 epochs:

Installation and runing

1. Clone this repository
2. cd pytorch-donut
3. python main.py