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time series

6 repositories

A python library for user-friendly forecasting and anomaly detection on time series.

Python 8,163 891 Updated Dec 14, 2024

A unified framework for machine learning with time series

Python 8,021 1,394 Updated Dec 14, 2024

Chronos: Pretrained Models for Probabilistic Time Series Forecasting

Python 2,702 302 Updated Dec 4, 2024

Foundation Models for Time Series

Jupyter Notebook 444 190 Updated Dec 13, 2024

Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts

Python 365 28 Updated Nov 18, 2024

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

Python 1,349 228 Updated Nov 8, 2024