time-series-foundation-model

The machine learning toolkit for time series analysis in Python

An Awesome List of the latest time series papers and code from top AI venues.

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

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

Codebase for TIME benchmark

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

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

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

TinHau: A Time-series Foundation Model for Building Energy Forecasting

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

Class-Incremental Learning on Time Series Foundation Model

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

Code, model adapter, and reproducibility demo for market-mechanism-informed real-time electricity price forecasting.

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