cwang-nus's starred repositories
LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
STAEformer
[CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
DL-Traff-Graph
[CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)
awesome-test-time-adaptation
Collection of awesome test-time (domain/batch/instance) adaptation methods
awesome-source-free-test-time-adaptation
A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
NeurIPS2023-One-Fits-All
The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"
Best-Incremental-Learning
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
Awesome-Incremental-Learning
Awesome Incremental Learning
Awesome-state-space-models
Collection of papers on state-space models
awesome-public-datasets
A topic-centric list of HQ open datasets.
STC-Dropout
Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Urban_Concept_Drift
[CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation
tsf-new-paper-taste
A code implementation of new papers in the time series forecasting field.