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Starred repositories

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ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model

Python 342 14 Updated Apr 22, 2024

MOMENT: A Family of Open Time-series Foundation Models

TypeScript 437 66 Updated Oct 19, 2024

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

Python 406 30 Updated Jan 26, 2025

Unified Training of Universal Time Series Forecasting Transformers

Jupyter Notebook 992 114 Updated Jan 21, 2025

ProbTS is a benchmarking toolkit for time series forecasting.

Python 142 18 Updated Jan 5, 2025

Codes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"

Python 50 4 Updated Oct 29, 2024

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

Python 2,087 457 Updated Jan 27, 2024

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

Python 5,639 1,161 Updated May 27, 2024

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Python 8,994 1,994 Updated Apr 16, 2024
Python 1 1 Updated Jan 15, 2025

《机器学习》(西瓜书)公式详解

24,348 4,767 Updated Nov 8, 2024

Translate PDF, EPub, webpage, metadata, annotations, notes to the target language. Support 20+ translate services.

TypeScript 8,056 373 Updated Feb 2, 2025

李宏毅2021/2022/2023春季机器学习课程课件及作业

Jupyter Notebook 6,410 1,615 Updated Jun 3, 2023

Deep Learning Specialization by Andrew Ng on Coursera.

Jupyter Notebook 7,579 5,514 Updated May 22, 2019

Official codebase for the Paper “Retrieval-Augmented Diffusion Models”

Jupyter Notebook 121 8 Updated Apr 5, 2023

A latent text-to-image diffusion model

Jupyter Notebook 69,349 10,288 Updated Jun 18, 2024
Jupyter Notebook 88 4 Updated Jan 14, 2025
Python 68 6 Updated Jan 14, 2025

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Jupyter Notebook 27,167 3,420 Updated Jul 23, 2024

Raw data and processing scripts of Weather Captioned Dataset in TGTSF

Jupyter Notebook 5 1 Updated Jul 26, 2024

Additional exercises and data for EE364a. No solutions; for public consumption.

Julia 630 168 Updated Dec 28, 2024

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Python 4,298 377 Updated Jan 22, 2025
Python 81 9 Updated Oct 11, 2024

Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)

Python 480 52 Updated Jan 11, 2025

A unified multi-task time series model.

Python 496 72 Updated Sep 26, 2024

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

Python 8,338 835 Updated Feb 1, 2025

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

Python 1,340 161 Updated Nov 21, 2024

Chronos: Pretrained Models for Probabilistic Time Series Forecasting

Python 2,872 323 Updated Jan 18, 2025

Awesome Learn From Model Beyond Fine-Tuning: A Survey

54 2 Updated Dec 16, 2024

A Library for Advanced Deep Time Series Models.

Python 7,830 1,251 Updated Jan 10, 2025
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