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time_series

5 repositories

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputatio…

Python 1,875 174 Updated Nov 21, 2025

Trax — Deep Learning with Clear Code and Speed

Python 8,293 828 Updated Sep 26, 2025

A Library for Advanced Deep Time Series Models for General Time Series Analysis.

Python 10,682 1,715 Updated Nov 13, 2025

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Python 6,318 1,282 Updated Jun 20, 2025

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

Python 2,372 412 Updated Oct 15, 2025