time-series-foundation-model 开源项目推荐（13 个）

tslearn-team /tslearn

The machine learning toolkit for time series analysis in Python

TSCenter /awesome-time-series-papers

来自顶级人工智能场所的最新时间序列论文和代码的精彩列表。

Time-MoE /Time-MoE

[ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"

SaberaTalukder /TOTEM

The official code 👩‍💻 for - TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis

zqiao11 /TIME

Codebase for TIME benchmark

mala-lab /SEMPO

[NeurIPS 2025] Official implementation of "SEMPO: Lightweight Foundation Models for Time Series Forecasting"

ZLiu21 /UniShape

This is an official pytorch implementation for paper "A Unified Shape-Aware Foundation Model for Time Series Classification" (AAAI-26).

IntelligentDDS /ShareAD

On the Practicability of Deep Learning based Anomaly Detection for Modern Online Software Systems: A Pre-Train-and-Align Framework (TOSEM 2025)

ztxtech /fracast-0

Fracast-0 is an 85K-parameter pretrained Time Series Foundation Model, small enough to load directly in a web page.

BambooSeeker /CCR-HQFNet

Research data, fitted artifacts, code and reproducibility checks for market-state routing in electricity price forecasting.

Berruaa /ShipTSCIL

Class-Incremental Learning on Time Series Foundation Model

hh4ts /SEMPO

[NeurIPS 2025] Official implementation of "SEMPO: Lightweight Foundation Models for Time Series Forecasting"

Muskroseinspiration157 /totem-particle-customizer

Customize Totem of Undying particle colors, size, and amount using an in-game GUI for Minecraft Forge 1.12.2.