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Code for "Is Mamba Effective for Time Series Forecasting?"

Python 244 37 Updated Jan 16, 2025

Simple reference implementation of GraphSAGE.

Python 1,007 242 Updated May 11, 2020

A comprehensive survey on the time series domains

520 50 Updated Mar 22, 2024

tracking papers, datasets, and models of "large language model (LLM) for time series"

381 25 Updated Jul 26, 2024

Official Implementation of EAGLE-1 (ICML'24) and EAGLE-2 (EMNLP'24)

Python 987 109 Updated Feb 18, 2025

The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of the very first open source Time Series Foundation Models for …

Python 96 14 Updated Feb 23, 2025

The official Meta Llama 3 GitHub site

Python 28,407 3,293 Updated Jan 26, 2025

Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"

Python 163 26 Updated Mar 26, 2024

A Library for Advanced Deep Time Series Models.

Python 8,047 1,290 Updated Feb 18, 2025

The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"

Python 512 73 Updated Jan 8, 2024

Chronos: Pretrained Models for Probabilistic Time Series Forecasting

Python 2,988 329 Updated Feb 19, 2025

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

Python 1,765 301 Updated Nov 3, 2024

Resources about time series forecasting and deep learning.

618 58 Updated Feb 26, 2025

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

Python 1,285 197 Updated Jun 14, 2024

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Python 3,228 405 Updated Feb 27, 2025

A Node.js wrapper for Spotify's Web API.

JavaScript 3,124 497 Updated Jun 14, 2024
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