oetu / otisLinks
Official PyTorch implementation of OTiS: An open model for general time series analysis.
☆16Updated last week
Alternatives and similar repositories for otis
Users that are interested in otis are comparing it to the libraries listed below
Sorting:
- [ICML 2025] Official implementation of "AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasti…☆37Updated 3 months ago
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆28Updated 10 months ago
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆84Updated 8 months ago
- [ICLR 2024] Official code of RobustTSF☆20Updated last year
- ☆18Updated 2 years ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆21Updated 7 months ago
- ☆31Updated 8 months ago
- Official code for ICML 2024 paper "An Unsupervised Approach for Periodic Source Detection in Time Series"☆11Updated 7 months ago
- ☆13Updated 10 months ago
- Contains the implementation of the EDAIN and EDAIN-KL methods proposed in our paper. The research was also part of the thesis I wrote as …☆15Updated last year
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆39Updated 11 months ago
- The code for TFPS☆23Updated 10 months ago
- ☆40Updated last year
- This work introduces LaT-PFN, a novel time series model that combines PFN and JEPA frameworks to generate zero-shot forecasts efficientl…☆16Updated last year
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆57Updated 3 months ago
- TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative d…☆54Updated last year
- This is the official code of our TMLR 2025 Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series F…☆33Updated 3 months ago
- BayOTIDE-Bayesian Online Multivariate Time Series Imputation with Functional Decomposition (ICML 2024 spotlight)☆34Updated 2 weeks ago
- ☆21Updated 3 months ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆26Updated 5 months ago
- Source code for Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers☆17Updated last year
- ☆71Updated last year
- Official repository for "TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data" (AAAI 2025).☆18Updated last month
- State-of-art Foundational Time-series models☆30Updated this week
- ☆32Updated last year
- Implementation of the InterpretTime framework☆48Updated 2 years ago
- Code for our paper "Temporal Graph Neural Networks for Irregular Data"☆21Updated last year
- ☆40Updated last year
- ☆13Updated 2 years ago
- Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".☆20Updated 7 months ago