[AAAI 2026 Oral] Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline
☆45Apr 22, 2026Updated last week
Alternatives and similar repositories for APN
Users that are interested in APN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Expert Systems with Applications (ESWA - JCR Q1, SCI Q1)☆13Jul 19, 2025Updated 9 months ago
- ☆21Feb 26, 2024Updated 2 years ago
- ☆20May 6, 2024Updated last year
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆50Jul 31, 2025Updated 9 months ago
- [AAAI 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing☆38Jan 27, 2026Updated 3 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementation for the paper "T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion"☆43Dec 6, 2025Updated 4 months ago
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆96Jan 23, 2026Updated 3 months ago
- [KDD 2025 Most Influential Paper] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆269Mar 7, 2026Updated last month
- A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective☆36Jan 19, 2026Updated 3 months ago
- [AAAI 2026] Official repository of the EMAformer paper: "EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecas…☆36Dec 3, 2025Updated 4 months ago
- An awesome project on irregular time series and incomplete time series☆109Apr 17, 2026Updated last week
- ☆21Oct 16, 2025Updated 6 months ago
- [ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching☆178Dec 30, 2025Updated 3 months ago
- S2DL: A Superpixel-based and Spatially-regularized Diffusion Learning Method for Unsupervised Hyperspectral Image Clustering☆15Nov 24, 2025Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆15Aug 21, 2023Updated 2 years ago
- WcDT: World-centric Diffusion Transformer for Traffic Scene Generation☆43Jun 23, 2025Updated 10 months ago
- The code for FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting☆28May 11, 2025Updated 11 months ago
- Code for our SIGKDD'25 paper Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Miss…☆20Jun 17, 2025Updated 10 months ago
- ☆14Mar 25, 2023Updated 3 years ago
- ☆33Mar 12, 2026Updated last month
- ☆24Jan 28, 2026Updated 3 months ago
- ☆88Dec 5, 2024Updated last year
- ☆11Jun 6, 2023Updated 2 years 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.
- Implementation of paper "D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching"☆13Dec 30, 2023Updated 2 years ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆12Jun 15, 2023Updated 2 years ago
- ☆56Apr 12, 2026Updated 2 weeks ago
- 🔬 A Researcher&Agent-Friendly Framework for Time Series Analysis. Train Any Model on Any Dataset!☆67Updated this week
- Code for the paper "Adaptive Transformers for Learning Multimodal Representations" (ACL SRW 2020)☆43Oct 20, 2022Updated 3 years ago
- ICML 2025 Oral: ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via α-β-Divergence☆45Aug 8, 2025Updated 8 months ago
- Code for OGC and GGCM☆14Sep 19, 2024Updated last year
- ☆48Feb 18, 2026Updated 2 months ago
- Official code repository for KDD'24 paper "Calibration of Time-Series Forecasting: Detecting and Adapting Context-Driven Distribution Shi…☆37Jun 19, 2025Updated 10 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The PyTorch implementation of the paper "AutoCTS: Automated Correlated Time Series Forecasting".☆19Jan 21, 2022Updated 4 years ago
- INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging☆19Apr 6, 2023Updated 3 years ago
- This repository contains the code for our ICML 2025 paper——LENSLLM: Unveiling Fine-Tuning Dynamics for LLM Selection🎉☆26May 29, 2025Updated 11 months ago
- Implementation of a Hierarchical Mamba as described in the paper: "Hierarchical State Space Models for Continuous Sequence-to-Sequence Mo…☆15Nov 11, 2024Updated last year
- EHR datasets preprocessing scripts☆11Jan 31, 2024Updated 2 years ago
- 一个基于android studio开发的校园二手交易平台APP☆38Dec 10, 2020Updated 5 years ago
- ☆105Apr 19, 2026Updated last week