liuxu77

liuxu77's starred repositories

UniTime

UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)

Language:PythonApache-2.05500

timesfm

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

Language:PythonApache-2.0321300

uni2ts

[ICML2024] Unified Training of Universal Time Series Forecasting Transformers

Language:Jupyter NotebookApache-2.065400

STGNP

KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation

Language:Python3100

Time-Series-Library

A Library for Advanced Deep Time Series Models.

Language:PythonMIT527700

STGCL

When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)

Language:Python3600

BasicTS

A Standard and Fair Time Series Forecasting Benchmark and Toolkit.

Language:PythonApache-2.047800

LargeST

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

Language:PythonMIT14700

LMFlow

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

Language:PythonApache-2.0813500

AirFormer

PyTorch implementation of AirFormer, AAAI-23

Language:Python9300

ExtremeBERT is a toolkit that accelerates the pretraining of customized language models on customized datasets, described in the paper “ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT”.

Language:PythonApache-2.028200

Training-Free-Graph-Matching

Source code of "Training Free Graph Neural Networks for Graph Matching"

Language:Python1300