WoodSugar

WoodSugar's Stars

• mylxsw/aidea

  AIdea 是一款支持 GPT 以及国产大语言模型通义千问、文心一言等，支持 Stable Diffusion 文生图、图生图、 SDXL1.0、超分辨率、图片上色的全能型 APP。

  Language:Dart6.6k4466981

• Kyubyong/transformer

  A TensorFlow Implementation of the Transformer: Attention Is All You Need

  Language:Python4.3k1101601.3k

• dvlab-research/LongLoRA

  Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

  Language:Python2.7k13173278

• LibCity/Bigscity-LibCity

  LibCity: An Open Library for Urban Spatial-temporal Data Mining

  Language:Python96210124169

• nnzhan/MTGNN

  Language:Python8221038225

• rampasek/GraphGPS

  Recipe for a General, Powerful, Scalable Graph Transformer

  Language:Python6911334124

• zezhishao/BasicTS

  A Standard and Fair Time Series Forecasting Benchmark and Toolkit.

  Language:Python48869088

• LeiBAI/AGCRN

  Adaptive Graph Convolutional Recurrent Network

  Language:Python36551684

• zezhishao/STEP

  Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.

  Language:Python32255635

• TorchSpatiotemporal/tsl

  tsl: a PyTorch library for processing spatiotemporal data.

  Language:Python282104027

• tsinghua-fib-lab/Traffic-Benchmark

  Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023

  Language:Python28281678

• wannesm/LeuvenMapMatching

  Leuven.MapMatching toolbox for aligning GPS measurements to locations on a map.

  Language:Python22854944

• liuxu77/LargeST

  LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023 DB Track)

  Language:Python1782716

• chaoshangcs/GTS

  Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.

  Language:Python17212130

• Echo-Ji/ST-SSL

  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction

  Language:Python16321428

• Masterleia/TSF_LSTF_Compare

  Time series forecasting especially in LSTF compare，include Informer, Autoformer, Reformer, Pyraformer, FEDformer, Transformer, MTGNN, LSTNet, Graph WaveNet

  Language:Python1031314

• square-coder/STGODE

  Spatial-Temporal Graph ODE Neural Network

  Language:Python10151426

• xumingxingsjtu/STTN

  The official code for "Spatial temporal transformer networks for traffic flow forecasting"

  Language:Python922221

• rootlu/L2P-GNN

  Codes and datasets for AAAI-2021 paper "Learning to Pre-train Graph Neural Networks"

  Language:Python892516

• aptx1231/START

  [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).

  Language:Python753619

• HKUDS/GPT-ST

  [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"

  Language:Python75355

• SmallNana/STSGCN_Pytorch

  Language:Python7411420

• cosbidev/PyTrack

  a Map-Matching-based Python Toolbox for Vehicle Trajectory Reconstruction

  Language:Python663810

• cnstark/easytorch

  Simple and powerful pytorch framework.

  Language:Python434158

• tongnie/ImputeFormer

  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"

  Language:Python32361

• zjunet/GPF

  The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.

  Language:Python26002

• pengzhangzhi/spatial-temporal-transformer

  traffic flow prediction

  Language:Jupyter Notebook22125

• idea-iitd/Frigate

  Language:Python15000

• MonBG/DCGCN

  Language:Python13110

• YanJieWen/RPConvformer

  Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling

  Language:Python10134