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aaai2022-hcm

Source code of AAAI'22 paper: A Hybrid Causal Structure Learning Algorithm for Mixed-type Data

ai-for-time-series-papers-tutorials-surveys

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

cikm2023-gcformer

cikm22-tfad

Source code of CIKM'22 paper: TFAD: A Decomposition Time Series Anomaly Detection Architecture with Frequency Analysis

icassp2023-sadi

icdm2023-tutorial-time-series

ICDM’23 Tutorial, “Robust Time Series Analysis and Applications: A Interdisciplinary Approach”

icml2022-fedformer

Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

interactive-generalized-additive-models

kdd2022-quatformer

Source code of KDD'22 paper: Learning to Rotate: Quaternion Transformer for Complicated Periodical Time Series Forecasting

kdd2022-tutorial-time-series

KDD'22 Tutorial: Robust Time Series Analysis and Applications An Industrial Perspective

kdd2023-dcdetector

neurips2021-submodular-ruleset

Source code of NeurIPS'21 paper: Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach

neurips2022-film

Source code of NeurIPS'22 paper: FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting

neurips2023-one-fits-all

The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"