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SegRNN Public
Forked from lss-1138/SegRNNThe official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting."
Python Apache License 2.0 UpdatedAug 21, 2024 -
Time-Series-Library Public
Forked from thuml/Time-Series-LibraryA Library for Advanced Deep Time Series Models.
Python MIT License UpdatedAug 16, 2024 -
Leddam Public
[ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling".
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Transformers_Are_What_You_Dont_Need Public
Forked from valeman/Transformers_And_LLM_Are_What_You_Dont_NeedThe best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.
UpdatedApr 24, 2024 -
Rebutall_ICML2024 Public
An Anonymized link for reviewer to further explore paper: Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling
1 UpdatedApr 4, 2024 -
TimeMachine Public
Forked from Atik-Ahamed/TimeMachineTimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting
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FITS Public
Forked from VEWOXIC/FITSFITS: Frequency Interpolation Time Series Analysis Baseline
Jupyter Notebook Apache License 2.0 UpdatedMar 16, 2024 -
TimeMixer Public
Forked from kwuking/TimeMixer[ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"
Python Apache License 2.0 UpdatedMar 13, 2024 -
ModernTCN Public
Forked from luodhhh/ModernTCNThis is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotlight), https://openreview.net/forum?id=vpJMJerXHU
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mamba-minimal Public
Forked from johnma2006/mamba-minimalSimple, minimal implementation of the Mamba SSM in one file of PyTorch.
Python Apache License 2.0 UpdatedMar 8, 2024 -
LIFT Public
Forked from SJTU-DMTai/LIFTThe official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators.
Python UpdatedMar 3, 2024 -
iTransformer Public
Forked from thuml/iTransformerOfficial implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah
Python MIT License UpdatedFeb 22, 2024 -
d2l-en Public
Forked from d2l-ai/d2l-enInteractive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Python Other UpdatedDec 24, 2023 -
EAG-RS Public
Forked from ku-milab/EAG-RSEAG-RS: A Novel Explainability-guided ROI Selection Framework for ASD diagnosis via Inter-regional Relation Learning - PyTorch Implementation (IEEE-TMI 2023)
Python UpdatedDec 20, 2023 -
MSD-Mixer Public
Forked from zshhans/MSD-MixerA Multi-Scale Decomposition MLP-Mixer for Time Series Analysis
Python UpdatedDec 18, 2023 -
UPTST Public
this is the repository for source code of paper: Leveraging Herpangina Data to Enhance Hospital-level Prediction of Hand-Foot-and-Mouth Disease Admissions Using UPTST
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PatchTST Public
Forked from yuqinie98/PatchTSTAn offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730
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How-to-download-ABIDE-Preprocessed-dataset-for-autism-detection Public
Forked from ShawonBarman/How-to-download-ABIDE-Preprocessed-dataset-for-autism-detectionThis script automates the download of preprocessed brain imaging data from the ABIDE dataset, focusing on a specific derivative, preprocessing pipeline, and noise-removal strategy. It filters parti…
Jupyter Notebook MIT License UpdatedAug 28, 2023 -
TSFpaper Public
Forked from ddz16/TSFpaperThis repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the …
UpdatedAug 9, 2023 -
Crossformer Public
Forked from Thinklab-SJTU/CrossformerOfficial implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"
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segment-anything Public
Forked from facebookresearch/segment-anythingThe repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
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evalplus Public
Forked from evalplus/evalplusEvalPlus for rigourous evaluation of LLM-synthesized code
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MTS-Mixers Public
Forked from plumprc/MTS-MixersMTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing