☆40Jan 12, 2025Updated last year
Alternatives and similar repositories for FreEformer
Users that are interested in FreEformer are comparing it to the libraries listed below
Sorting:
- [AAAI 2026] Official implementation of "Time Series Forecasting via Direct Per-Step Probability Distribution Modeling"☆32Dec 10, 2025Updated 2 months ago
- The official implementation of "FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts"☆45Mar 17, 2025Updated 11 months ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆33Nov 13, 2025Updated 3 months ago
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆97Jun 27, 2025Updated 8 months ago
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆122Mar 19, 2025Updated 11 months ago
- ☆28Oct 27, 2025Updated 4 months ago
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆80Feb 20, 2025Updated last year
- ☆47Aug 6, 2025Updated 7 months ago
- ☆20Apr 15, 2025Updated 10 months ago
- Implementation for the paper "T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion"☆33Dec 6, 2025Updated 3 months ago
- Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (I…☆25May 6, 2025Updated 10 months ago
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 3 months ago
- Source code for "Scalable Transformer for High Dimensional Multivariate Time Series Forecasting" (Accepted by CIKM-24)☆19Jan 13, 2025Updated last year
- Official implementation of paper: LiNo: Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Serie…☆18Dec 19, 2025Updated 2 months ago
- ☆110Jun 11, 2025Updated 8 months ago
- [AAAI 2026 Oral] Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline☆27Feb 5, 2026Updated last month
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆14Jan 3, 2025Updated last year
- Codes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"☆81Oct 29, 2024Updated last year
- The code for FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting☆26May 11, 2025Updated 9 months ago
- The code for TFPS☆63Nov 8, 2024Updated last year
- Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".☆29Jan 30, 2025Updated last year
- [KDD 2025 Most Influential Paper] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆255Dec 11, 2025Updated 2 months ago
- Official implementation for "SimpleTM: A Simple Baseline For Multivariate Time Series Forcasting" (ICLR 2025)☆42May 28, 2025Updated 9 months ago
- Code implementation of the paper "WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting" (ICML 2025)☆29Feb 12, 2025Updated last year
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆90Jan 23, 2026Updated last month
- Official implementation for the IJCAI'24 paper: SDformer☆30Mar 6, 2025Updated last year
- Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"☆78Oct 30, 2024Updated last year
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆48Jul 31, 2025Updated 7 months ago
- Code for the paper Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting☆39Jun 13, 2024Updated last year
- ☆78Feb 14, 2025Updated last year
- [AAAI26] Improving Time Series Forecasting by Progressively Learning Residuals☆71Jan 22, 2025Updated last year
- Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"☆221Jan 30, 2025Updated last year
- Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"☆196Mar 26, 2024Updated last year
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆39Dec 20, 2025Updated 2 months ago
- ☆40Nov 18, 2024Updated last year
- Based on the mHC architecture proposed by deepseek, the residual links of the existing iTransformer are replaced and updated to obtain a …☆28Feb 4, 2026Updated last month
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆98Feb 16, 2025Updated last year
- Parse a SDF file and convert it to an array of objects☆12Feb 19, 2026Updated 2 weeks ago
- Graph neural network for predicting energy of known and hypothetical crystal structures☆10Jan 26, 2022Updated 4 years ago