FreqCycle boosts time series forecasting by jointly modeling low-frequency patterns and enhanced mid to high frequency features through novel time-frequency domain learning, achieving state-of-the-art accuracy with efficient inference.
☆22Nov 10, 2025Updated 10 months ago
Alternatives and similar repositories for FreqCycle
Users that are interested in FreqCycle are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI 2026] Official implementation of "TimeMosaic: Information-Density Guided Time Series Forecasting via Adaptive Granularity Patch and…☆79Mar 24, 2026Updated 5 months ago
- ☆25Oct 16, 2025Updated 11 months ago
- [KDD 2025] TimeCapsule☆19May 9, 2026Updated 4 months ago
- [ICLR 2026] Official implementation for "Enhancing Multivariate Time Series Forecasting with Global Temporal Retrieval"☆26Apr 5, 2026Updated 5 months ago
- Official Code of "Error-quantified Conformal Inference for Time Series", ICLR 2025☆25Feb 2, 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.
- [AAAI 2026] Official repository of the EMAformer paper: "EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecas…☆43Dec 3, 2025Updated 9 months 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
- Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".☆33Mar 11, 2026Updated 6 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
- PhaseFormer's official implementation, compatible with TSL.☆34Mar 10, 2026Updated 6 months ago
- [ICML 2026] Official PyTorch implementation of From Observations to States: Latent Time Series Forecasting☆30May 23, 2026Updated 3 months ago
- Code implementation of the paper "WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting" (ICML 2025)☆31Feb 12, 2025Updated last year
- ☆14Mar 12, 2025Updated last year
- 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.
- Codes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"☆86Oct 29, 2024Updated last year
- [AAAI 2026] Official implementation of "Time Series Forecasting via Direct Per-Step Probability Distribution Modeling"☆37Dec 10, 2025Updated 9 months ago
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆238Jan 23, 2026Updated 7 months ago
- WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)☆88Jun 17, 2026Updated 3 months ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆13Jul 10, 2022Updated 4 years ago
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆224Feb 11, 2024Updated 2 years ago
- ☆18Sep 30, 2025Updated 11 months ago
- Code acompaning the paper titled "Mamba time series forecasting with uncertainty quantification"☆24Aug 8, 2025Updated last year
- The code for TFPS☆73Nov 8, 2024Updated 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.
- Beyond MSE: Ordinal Cross-Entropy for Probabilistic Time Series Forecasting☆18Nov 17, 2025Updated 10 months ago
- Retrieval-Augmented Forecasting of Time-series☆68May 12, 2025Updated last year
- [ICDE 2026] Code for "FusAD: Time-Frequency Fusion with Adaptive Denoising for General Time Series Analysis".☆23Dec 17, 2025Updated 9 months ago
- [IJCAI'23] Semantic-aware Generation of Multi-view Portrait Drawings (SAGE)☆10Feb 25, 2024Updated 2 years ago
- [AAAI 2025] Official implementation of "xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition"☆123Apr 15, 2025Updated last year
- The code for FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting☆31May 11, 2025Updated last year
- 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
- Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"☆225Mar 11, 2026Updated 6 months ago
- Code and logs for Paper:Revisiting Attention for Multivariate Time Series Forecasting☆27Jul 29, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 大一下期末C语言大作业,基于Qt框架(C++)和SQLite数据库的学生信息管理系统。☆28Feb 16, 2025Updated last year
- Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation (AAAI 2025)☆56Mar 7, 2025Updated last year
- ☆28Oct 18, 2024Updated last year
- Forecasting library in python☆13Sep 6, 2019Updated 7 years 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
- This is a module whose task is the automated transformation of Horizontal to Oriented Bounding Boxes for ship detection tasks☆16Sep 5, 2024Updated 2 years ago
- ☆33Jul 1, 2024Updated 2 years ago