# tsf-demo

**Repository Path**: hyperplasma/tsf-demo

## Basic Information

- **Project Name**: tsf-demo
- **Description**: A PyTorch-based toolkit for modern time series forecasting, featuring state-of-the-art models like PatchTST and our new architectures. Offers modular design for easy extension and full pipeline.
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: main
- **Homepage**: https://www.hyperplasma.top
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-06-21
- **Last Updated**: 2025-07-18

## Categories & Tags

**Categories**: Uncategorized

**Tags**: Python, AI, Jupyter-notebook

## README

# TSF Demos

A collection of various time-series forecasting models. Might be used in contrast experiments later.

All datasets are from [Autoformer](https://drive.google.com/drive/folders/1ZOYpTUa82_jCcxIdTmyr0LXQfvaM9vIy).

## Models

All implemented models are listed below (some of them are still WIP):

* [Transformer](https://arxiv.org/abs/1706.03762)
* Informer
* [Autoformer](https://arxiv.org/abs/2106.13008)
* [PatchTST](https://arxiv.org/abs/2211.14730)

## Datasets

* [WEATHER-5K](https://github.com/taohan10200/WEATHER-5K)