luodhhh / ModernTCNLinks
This 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
☆381Updated last year
Alternatives and similar repositories for ModernTCN
Users that are interested in ModernTCN are comparing it to the libraries listed below
Sorting:
- [TPAMI 2026 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …☆245Updated 2 weeks ago
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…☆240Updated last year
- ☆251Updated last year
- FITS: Frequency Interpolation Time Series Analysis Baseline☆226Updated 3 months ago
- Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"☆190Updated last year
- Code for "Is Mamba Effective for Time Series Forecasting?"☆358Updated 7 months ago
- Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)☆426Updated last year
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆215Updated 7 months ago
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆205Updated last year
- About Code release for "PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting"☆212Updated last year
- [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆229Updated last week
- RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift☆387Updated last year
- Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.☆272Updated 5 months ago
- Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…☆640Updated 2 years ago
- About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…☆149Updated last year
- A code implementation of new papers in the time series forecasting field.☆125Updated 2 years ago
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆252Updated 5 months ago
- Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"☆211Updated 10 months ago
- Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Fo…☆188Updated 6 months ago
- [ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching☆144Updated last month
- This is a PyTorch implementation of ConvTran☆171Updated 9 months ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆203Updated last year
- [IEEE IoT-J 2026] The official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting." …☆139Updated 4 months ago
- Implementations, Pre-training Code and Datasets of Large Time-Series Models☆486Updated 5 months ago
- ☆94Updated last year
- Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)☆127Updated 2 years ago
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆628Updated last year
- ☆296Updated 3 years ago
- MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing☆236Updated 5 months ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆358Updated last year