oetu / otisLinks
Official PyTorch implementation of OTiS: An open model for general time series analysis.
☆17Updated last month
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…☆42Updated 6 months ago
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆29Updated last year
- ☆25Updated 6 months ago
- The code for TFPS☆47Updated last year
- ☆18Updated 2 years ago
- Official code for ICML 2024 paper "An Unsupervised Approach for Periodic Source Detection in Time Series"☆12Updated 9 months ago
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆88Updated 11 months ago
- [ICLR 2024] Official code of RobustTSF☆21Updated last year
- [NeurIPS 2024] The repository for experiment codes for the paper: Scaling Law for Time Series Forecasting.☆20Updated last year
- 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 implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆25Updated 10 months ago
- ☆37Updated 11 months ago
- ☆13Updated last year
- Hierarchical multi-system training framework for dynamical systems reconstruction (from Brenner et al. 2025 ICLR)☆15Updated 9 months ago
- 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
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆39Updated 11 months ago
- ☆22Updated 2 weeks ago
- TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative d…☆58Updated last year
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆50Updated last year
- ☆45Updated last year
- Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".☆26Updated 10 months ago
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆36Updated 6 months ago
- A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?☆42Updated 2 years ago
- ☆35Updated last year
- BayOTIDE-Bayesian Online Multivariate Time Series Imputation with Functional Decomposition (ICML 2024 spotlight)☆35Updated 3 months ago
- ☆43Updated last year
- ☆60Updated 2 years ago
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆77Updated 2 years ago
- State-of-art Foundational Time-series models☆32Updated last week
- ☆73Updated last year