CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting
☆15May 3, 2025Updated 10 months ago
Alternatives and similar repositories for C-LoRA
Users that are interested in C-LoRA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18Sep 4, 2023Updated 2 years ago
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated last year
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆75Sep 4, 2024Updated last year
- [ICLR 2024] Official code of RobustTSF☆21Feb 21, 2024Updated 2 years ago
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆14Jan 3, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu …☆132Jul 15, 2025Updated 8 months ago
- The code for TFPS☆64Nov 8, 2024Updated last year
- Code acompaning the paper titled "Mamba time series forecasting with uncertainty quantification"☆20Aug 8, 2025Updated 7 months ago
- ☆10Apr 27, 2025Updated 11 months ago
- ☆42Jun 7, 2023Updated 2 years ago
- [KDD'24] Ofiicial implementation of paper "Generative Pretrained Hierarchical Transformer for Time Series Forecasting"☆37Jul 3, 2025Updated 8 months ago
- ☆10Feb 21, 2023Updated 3 years ago
- Codes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"☆84Oct 29, 2024Updated last year
- [AAAI 2026] Official repository of the EMAformer paper: "EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecas…☆35Dec 3, 2025Updated 3 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Official implementation of "DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting" (NeurIPS 2024)☆21Oct 28, 2024Updated last year
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆40Dec 20, 2025Updated 3 months ago
- ☆13Jan 22, 2025Updated last year
- ☆13Aug 8, 2024Updated last year
- ☆18Apr 6, 2025Updated 11 months ago
- ☆25Aug 19, 2024Updated last year
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆130Mar 23, 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 4 months ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆31Mar 11, 2026Updated 2 weeks ago
- 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.
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆40Jan 8, 2025Updated last year
- [ICLR 2025] Official Implementation of "TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting"☆24Mar 10, 2025Updated last year
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆16Jan 26, 2026Updated 2 months ago
- A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective☆36Jan 19, 2026Updated 2 months ago
- [ICDE 2025] Official implementation of "Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Kno…☆25Jun 27, 2025Updated 9 months ago
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆37Apr 15, 2025Updated 11 months ago
- ☆34Jun 19, 2025Updated 9 months ago
- An unofficial, simple pytorch implementation of the paper "C-Mamba: Channel Correlation Enhanced State Space Models for Multivariate Time…☆18Jul 19, 2024Updated last year
- Source code of FDNet: Focal Decomposed Network for Efficient, Robust and Practical Time Series Forecasting☆14Mar 6, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆80Feb 20, 2025Updated last year
- Official Code for "How Much Can Time-related Features Enhance Time Series Forecasting?"☆42Jan 16, 2025Updated last year
- ☆22Aug 9, 2025Updated 7 months ago
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆144May 29, 2024Updated last year
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆49Aug 7, 2025Updated 7 months ago
- Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation (AAAI 2025)☆39Mar 7, 2025Updated last year
- [ICML'24] Official PyTorch Implementation of TimeX++☆30Nov 6, 2024Updated last year