Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (IJCAI 2025)
☆27May 6, 2025Updated last year
Alternatives and similar repositories for CASA
Users that are interested in CASA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [KDD 2025] TimeCapsule☆19May 9, 2026Updated 4 months ago
- Beyond MSE: Ordinal Cross-Entropy for Probabilistic Time Series Forecasting☆18Nov 17, 2025Updated 10 months ago
- ☆51Aug 6, 2025Updated last year
- Source code for "Scalable Transformer for High Dimensional Multivariate Time Series Forecasting" (Accepted by CIKM-24)☆19Jan 13, 2025Updated last year
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆58Jul 31, 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.
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆36Nov 13, 2025Updated 10 months ago
- The code for TFPS☆73Nov 8, 2024Updated last year
- [AAAI 2026] Official implementation of "Time Series Forecasting via Direct Per-Step Probability Distribution Modeling"☆37Dec 10, 2025Updated 9 months ago
- The code for FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting☆31May 11, 2025Updated last year
- [WWW 2026 Accepted] GFMixer: Decoupled Temporal Gradient and Fourier-Aware Attention for Time Series Forecasting☆15Jun 22, 2026Updated 3 months ago
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 10 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
- [ICML'25] Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting | 样本级别的自适应多模型集成时间序列预测☆33May 22, 2025Updated last year
- Official repository for paper "The Power of Architecture: Deep Dive into Transformer Architectures for Long-Term Time Series Forecasting"☆15Nov 12, 2025Updated 10 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [NeurIPS 2024] The repository for experiment codes for the paper: Scaling Law for Time Series Forecasting.☆20Oct 23, 2024Updated last year
- Official Code for the NeurIPS'25 paper: Selective Learning for Deep Time Series Forecasting☆39Nov 7, 2025Updated 10 months ago
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆123Jun 27, 2025Updated last year
- PhaseFormer's official implementation, compatible with TSL.☆34Mar 10, 2026Updated 6 months ago
- Source code and datasets for DualCD☆15Feb 3, 2026Updated 7 months ago
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆110Feb 16, 2025Updated last year
- ☆40Dec 25, 2024Updated last year
- ☆47Jan 12, 2025Updated last year
- 🔬 A Researcher&Agent-Friendly Framework for Time Series Analysis. Train Any Model on Any Dataset!☆102Updated this week
- 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.
- [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
- Code release of paper "MLGN: Multi-Scale Local-Global Feature Learning Network for Long-term Series Forecasting" 💚☆16May 31, 2024Updated 2 years ago
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI 2025)☆140Mar 19, 2025Updated last year
- Time Series Transformer for Crop Modeling☆20Updated this week
- [AAAI 2026 Oral] Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline☆64Apr 22, 2026Updated 5 months ago
- Official implementation of paper: LiNo: Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Serie…☆18Dec 19, 2025Updated 9 months ago
- PyTorch implementation of Gateformer: Advancing Multivariate Time Series Forecasting through Temporal and Variate-Wise Attention with Gat…☆17May 2, 2025Updated last year
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆40Jan 8, 2025Updated last year
- Code for KDD 2025 paper "FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification"☆34Jun 20, 2025Updated last year
- 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.
- Official implements for 'CPiRi: Channel Permutation-Invariant Relational Interaction for Multivariate Time Series Forecasting'.☆35Sep 4, 2026Updated 2 weeks ago
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆20Jun 20, 2025Updated last year
- MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting☆13Apr 27, 2024Updated 2 years ago
- [ICLR 2025] Official Implementation of "TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting"☆27Mar 10, 2025Updated last year
- Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer☆14Mar 6, 2024Updated 2 years ago
- [ICML 2026] Official PyTorch implementation of From Observations to States: Latent Time Series Forecasting☆33May 23, 2026Updated 3 months ago
- ☆13Aug 8, 2024Updated 2 years ago