dawn0713

dawn0713's Stars

• time-series-foundation-models/lag-llama

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

  Language:Python1.2k140

• mims-harvard/UniTS

  A unified multi-task time series model.

  Language:Python40252

• QwenLM/Qwen2

  Qwen2 is the large language model series developed by Qwen team, Alibaba Cloud.

  Language:Shell7.3k440

• huggingface/transformers

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  Language:Python132k26.2k

• salesforce/LAVIS

  LAVIS - A One-stop Library for Language-Vision Intelligence

  Language:Jupyter Notebook9.6k941

• jason718/awesome-self-supervised-learning

  A curated list of awesome self-supervised methods

  6.1k821

• thuml/iTransformer

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

  Language:Python1.1k195

• starxingwang/AHSTGNN

  Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction

  Language:Python152

• thuml/Time-Series-Library

  A Library for Advanced Deep Time Series Models.

  Language:Python6.2k990

• BorealisAI/scaleformer

  Language:Python11512

• qingsongedu/time-series-transformers-review

  A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

  2.4k235

• qingsongedu/awesome-AI-for-time-series-papers

  A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

  1.2k114

• cure-lab/SCINet

  The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)

  Language:Python617127

• whai362/PVT

  Official implementation of PVT series

  Language:Python1.7k245

• timeseriesAI/tsai

  Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

  Language:Jupyter Notebook5.1k635

• yuqinie98/PatchTST

  An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

  Language:Python1.5k259

• cure-lab/LTSF-Linear

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

  Language:Python1.9k437

• unit8co/darts

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

  Language:Python7.9k854

• thuml/Autoformer

  About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

  Language:Jupyter Notebook1.9k409

• microsoft/Swin-Transformer

  This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

  Language:Python13.6k2k

• RobinLu1209/STAG-GCN

  Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting

  Language:Python6314

• mingqian000/TrGNN

  Traffic Flow Prediction with Vehicle Trajectories

  Language:Python5922

• fengdu78/lihang-code

  《统计学习方法》的代码实现

  Language:Jupyter Notebook18.8k6.3k

• Khrylx/AgentFormer

  [ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".

  Language:Python25464

• agrimgupta92/sgan

  Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

  Language:Python815260

• ML4Comm-Netw/Paper-with-Code-of-Wireless-communication-Based-on-DL

  无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

  1.8k638

• chuanting/FedDA

  Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'

  Language:Python6115

• NVlabs/stylegan

  StyleGAN - Official TensorFlow Implementation

  Language:Python14.1k3.2k

• abduallahmohamed/Social-STGCNN

  Code for "Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction" CVPR 2020

  Language:Python483141

• jwwthu/GNN4Traffic

  This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

  1k190