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PyPOTS Public
Forked from WenjieDu/PyPOTSA Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputatio…
Python BSD 3-Clause "New" or "Revised" License UpdatedApr 3, 2025 -
AMD Public
Forked from TROUBADOUR000/AMDPyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)
Python MIT License UpdatedMar 19, 2025 -
UrbanEV Public
Forked from IntelligentSystemsLab/UrbanEVPython Creative Commons Zero v1.0 Universal UpdatedMar 11, 2025 -
DiPE-Linear Public
Forked from wintertee/DiPE-LinearOfficial implementation for "Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting" https://arxiv.org/abs/2411.17257
Python MIT License UpdatedNov 29, 2024 -
TimeDART Public
Forked from Melmaphother/TimeDARTThis is the official PyTorch implementation of the paper: Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting.
Python UpdatedNov 14, 2024 -
CATS Public
Forked from dongbeank/CATS[NeurIPS 2024] Official implementation of the paper "Are Self-Attentions Effective for Time Series Forecasting?"
Python MIT License UpdatedNov 4, 2024 -
mou Public
Forked from lunaaa95/mouMamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need.
Python UpdatedSep 15, 2024 -
LLMs-from-scratch Public
Forked from rasbt/LLMs-from-scratchImplementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Jupyter Notebook Other UpdatedSep 9, 2024 -
Awesome-GNN4TS Public
Forked from KimMeen/Awesome-GNN4TS[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
UpdatedAug 9, 2024 -
STDDE Public
Forked from jeongwhanchoi/STDDEOfficial implementation for "Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations"
Python UpdatedJul 24, 2024 -
awesome-phd-advice Public
Forked from pliang279/awesome-phd-adviceCollection of advice for prospective and current PhD students
MIT License UpdatedJul 10, 2024 -
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causal-learn Public
Forked from py-why/causal-learnCausal Discovery in Python. Translation and extension of the Tetrad Java code.
Python MIT License UpdatedApr 5, 2024 -
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SAGDFN Public
Forked from JIANGYUE61610306/SAGDFNThis is the PyTorch official implementation of SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting
Python UpdatedDec 13, 2023 -
MvTS Public
Forked from MTS-BenchMark/MvTSMultivariate Time Series Repository
Python Apache License 2.0 UpdatedNov 22, 2023 -
PyHealth Public
Forked from sunlabuiuc/PyHealthA Deep Learning Python Toolkit for Healthcare Applications.
Python Other UpdatedAug 18, 2023 -
aix4industries Public
Forked from ai-library-examples/aix4industriesAI Explainability 360 Toolkit for Time-Series and Industrial Use Cases
TeX UpdatedAug 14, 2023 -
ULTS Public
Forked from mqwfrog/ULTSULTS: A unified and standardized library of unsupervised representation learning approaches for time series
Python UpdatedAug 4, 2023 -
DeepTime Public
Forked from salesforce/DeepTimePyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)
Python BSD 3-Clause "New" or "Revised" License UpdatedAug 1, 2023 -
STEP Public
Forked from GestaltCogTeam/STEPCode for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.
Python Apache License 2.0 UpdatedJul 29, 2023 -
BasicTS Public
Forked from GestaltCogTeam/BasicTSA Standard and Fair Time Series Forecasting Benchmark and Toolkit.
Python Apache License 2.0 UpdatedJul 20, 2023 -
PersonalizedFL Public
Forked from microsoft/PersonalizedFLPersonalized federated learning codebase for research
Python MIT License UpdatedJul 17, 2023 -
metats Public
Forked from DrSasanBarak/metatsMetaTS | Time Series Forecasting using Meta Learning
Python MIT License UpdatedJul 11, 2023 -
CSDI Public
Forked from ermongroup/CSDICodes for "CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation"
Jupyter Notebook MIT License UpdatedNov 3, 2022 -
fsnet Public
Forked from salesforce/fsnetONLINE TIME SERIES FORECASTING
Python BSD 3-Clause "New" or "Revised" License UpdatedOct 26, 2022
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