[AAAI Oral 2026] This is the official code of our Paper "Sonnet: Spectral Operator Neural Network for Multivariable Time Series Forecasting"
☆58Mar 20, 2026Updated 5 months ago
Alternatives and similar repositories for Sonnet
Users that are interested in Sonnet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2026] Official implementation for "Enhancing Multivariate Time Series Forecasting with Global Temporal Retrieval"☆23Apr 5, 2026Updated 5 months ago
- Official implements for 'CPiRi: Channel Permutation-Invariant Relational Interaction for Multivariate Time Series Forecasting'.☆35Sep 4, 2026Updated last week
- Source code and datasets for DualCD☆15Feb 3, 2026Updated 7 months ago
- About Official implementation of "KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecas…☆23Aug 24, 2026Updated 2 weeks ago
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆121Jun 27, 2025Updated last year
- 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.
- [ICLR 2026] GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables☆25Mar 10, 2026Updated 6 months ago
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆42Dec 20, 2025Updated 8 months ago
- Official implementation for AAAI 2026 paper: SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting☆23Nov 25, 2025Updated 9 months ago
- [AAAI 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing☆47Jan 27, 2026Updated 7 months ago
- [AAAI 2026] Official repository of the EMAformer paper: "EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecas…☆43Dec 3, 2025Updated 9 months ago
- PhaseFormer's official implementation, compatible with TSL.☆33Mar 10, 2026Updated 6 months ago
- ☆22Jan 29, 2026Updated 7 months ago
- The official implementation of "FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts"☆56Mar 17, 2025Updated last year
- [AAAI 2026] Official implementation of "Time Series Forecasting via Direct Per-Step Probability Distribution Modeling"☆37Dec 10, 2025Updated 9 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (I…☆27May 6, 2025Updated last year
- [NeurIPS 2025 Spotlight] Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective☆65Jan 6, 2026Updated 8 months ago
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI 2025)☆140Mar 19, 2025Updated last year
- [ICDE 2026] Code for "FusAD: Time-Frequency Fusion with Adaptive Denoising for General Time Series Analysis".☆23Dec 17, 2025Updated 8 months ago
- Beyond MSE: Ordinal Cross-Entropy for Probabilistic Time Series Forecasting☆18Nov 17, 2025Updated 9 months ago
- [BMVC 2022] This is the official code of our Paper "Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition"☆24Jul 8, 2024Updated 2 years ago
- Code for KDD 2025 paper "FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification"☆33Jun 20, 2025Updated last year
- ☆51Aug 6, 2025Updated last year
- [KDD 2025 Most Influential Paper] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆293May 12, 2026Updated 4 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Welcome to the official repository of **MixLinear**, the ICLR 2026 paper.☆49Aug 19, 2026Updated 3 weeks ago
- Pytorch implementation of NeurIPS'25 paper: Improving Time Series Forecasting via Instance-aware Post-hoc Revision☆51Oct 26, 2025Updated 10 months ago
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆121May 6, 2026Updated 4 months ago
- Use the Moravec operator + correlation coefficient algorithm for image feature point matching. The Python code performs automatic recogni…☆10Sep 21, 2020Updated 5 years ago
- ☆40Jun 19, 2025Updated last year
- [AAAI 2026] Official implementation of "TimeMosaic: Information-Density Guided Time Series Forecasting via Adaptive Granularity Patch and…☆79Mar 24, 2026Updated 5 months ago
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆45Apr 15, 2025Updated last year
- The code for TFPS☆72Nov 8, 2024Updated last year
- Official Code for "CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting"☆51Jan 6, 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.
- [AAAI 2026] The implementation of DiMTS: Bridge the Gap between Selective State Space Models and Time Series for Generative Modeling.☆15Nov 28, 2025Updated 9 months ago
- time series data, pre-training, 1d signal, fusion☆16Mar 6, 2026Updated 6 months ago
- [WWW 2026 Accepted] GFMixer: Decoupled Temporal Gradient and Fourier-Aware Attention for Time Series Forecasting☆15Jun 22, 2026Updated 2 months ago
- WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)☆88Jun 17, 2026Updated 2 months ago
- Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)☆221May 16, 2025Updated last year
- Implementation for the AAAI '26 paper "T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion"☆64Dec 6, 2025Updated 9 months ago
- ☆18Jan 7, 2025Updated last year