Official Code for "CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting"
☆52Jan 6, 2025Updated last year
Alternatives and similar repositories for CMamba
Users that are interested in CMamba are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆73Oct 2, 2024Updated 2 years ago
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 11 months ago
- The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…☆30Jan 27, 2026Updated 9 months ago
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆151May 29, 2024Updated 2 years ago
- ☆106Mar 10, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆141May 17, 2026Updated 5 months ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆222Jul 27, 2024Updated 2 years ago
- Code for IoTJ 2024 paper "SageFormer: Series-Aware Framework for Long-Term Multivariate Time-Series Forecasting".☆99Mar 29, 2024Updated 2 years ago
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆102Dec 29, 2024Updated last year
- for the realization of TDformer in the paper "First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting", thank you ve…☆37Apr 17, 2023Updated 3 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆85Sep 4, 2024Updated 2 years ago
- Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting☆145Oct 22, 2024Updated 2 years ago
- Code for "Is Mamba Effective for Time Series Forecasting?"☆401May 20, 2025Updated last year
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆224Feb 11, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Wave-Mask/Mix: Exploring Wavelet-Based Augmentations for Time Series Forecasting☆11Oct 12, 2024Updated 2 years ago
- The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》☆31Sep 27, 2024Updated 2 years ago
- Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.☆291Jul 7, 2025Updated last year
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆72Oct 28, 2024Updated 2 years ago
- Official implementation for the IJCAI'24 paper: SDformer☆34Mar 6, 2025Updated last year
- The code for TFPS☆75Nov 8, 2024Updated last year
- The code of CIKM'25 paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Time Series Forecasting"☆235Nov 16, 2025Updated 11 months ago
- Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)☆227May 16, 2025Updated last year
- Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"☆227Mar 11, 2026Updated 7 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆115Jun 11, 2025Updated last year
- ☆19Sep 4, 2023Updated 3 years ago
- ☆26Nov 26, 2024Updated last year
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆136Mar 23, 2024Updated 2 years ago
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆53Aug 7, 2025Updated last year
- Official Code for "How Much Can Time-related Features Enhance Time Series Forecasting?"☆42Jan 16, 2025Updated last year
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆261Mar 9, 2026Updated 7 months ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆123Mar 18, 2025Updated last year
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆15May 3, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …☆140Nov 28, 2025Updated 11 months ago
- FITS: Frequency Interpolation Time Series Analysis Baseline☆240Sep 2, 2025Updated last year
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆72Aug 13, 2024Updated 2 years ago
- The code of "Att2CPC: Attention-Guided Lossy Attribute Compression of Point Clouds"☆11Oct 25, 2024Updated 2 years ago
- SWIFT: Mapping Sub-series with Wavelet Decomposition Improves Time Series Forecasting☆12Mar 12, 2025Updated last year
- ☆71Oct 7, 2025Updated last year
- [ICML 2024] Official repo for paper "Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning"☆87Apr 14, 2025Updated last year