# HyMTSF

**Repository Path**: hyperplasma/HyMTSF

## Basic Information

- **Project Name**: HyMTSF
- **Description**: A PyTorch-based toolkit for Multivariate 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**: master
- **Homepage**: https://www.hyperplasma.top
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-07-28
- **Last Updated**: 2025-07-28

## Categories & Tags

**Categories**: Uncategorized

**Tags**: Python, PyTorch

## README

# Hyplus Multivariate Time-Series Forecasting

[Hyperplasma](https://www.hyperplasma.top)

A collection of various Multivariate Time-Series Forecasting (MTSF) models. Might be used in contrast experiments later.

## Models

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

* PatchTST
* Crossformer
* DeformTime
* iTransformer
* DLinear
* PatchTST

## Datasets

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

* electricity
* ETTh1
* ETTh2
* ETTm1
* ETTm2
* exchange_rate
* national_illness
* traffic
* weather