Code for SpaceTime πβ±οΈ. Proposed in Effectively Modeling Time Series with Simple Discrete State Spaces, ICLR 2023.
β181Mar 17, 2023Updated 3 years ago
Alternatives and similar repositories for spacetime
Users that are interested in spacetime are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- β317Jan 8, 2025Updated last year
- PyTorch implementation of the NCDSSM models presented in the ICML '23 paper "Neural Continuous-Discrete State Space Models for Irregularlβ¦β26Jul 9, 2023Updated 2 years ago
- β20Apr 17, 2023Updated 2 years ago
- Structured state space sequence modelsβ2,869Jul 17, 2024Updated last year
- β68Aug 3, 2023Updated 2 years ago
- An extension of Py-Boost to probabilistic modellingβ24Jan 19, 2023Updated 3 years ago
- Official PyTorch implementation of OTiS: An open model for general time series analysis.β17Feb 16, 2026Updated last month
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecastingβ212Jul 27, 2024Updated last year
- Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)β127Oct 11, 2023Updated 2 years ago
- [ICLR 2023] Official implementation of Transnormer in our ICLR 2023 paper - Toeplitz Neural Network for Sequence Modelingβ81Apr 24, 2024Updated last year
- Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Dataβ316May 1, 2025Updated 10 months ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neuβ¦β132Jul 15, 2025Updated 8 months ago
- β13Mar 25, 2023Updated 2 years ago
- Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classificationβ11Aug 12, 2023Updated 2 years ago
- β22Jul 24, 2023Updated 2 years ago
- β13Nov 13, 2024Updated last year
- Repository of Transformer based PyTorch Time Series Modelsβ319Nov 8, 2024Updated last year
- Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022β84Oct 9, 2022Updated 3 years ago
- Fourier Spatial-Temporal Network for Multivariate Time Series Forecastingβ11Jan 1, 2023Updated 3 years ago
- This repository contains code for the paper: S Bergsma, T Zeyl, JR Anaraki, L Guo, C2FAR: Coarse-to-Fine Autoregressive Networks for Precβ¦β13Dec 7, 2023Updated 2 years ago
- β48May 29, 2023Updated 2 years ago
- Fine-Tuning Pre-trained Transformers into Decaying Fast Weightsβ19Oct 9, 2022Updated 3 years ago
- Conformal Prediction for Time Series with Modern Hopfield Networksβ86May 28, 2025Updated 9 months ago
- SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)β17Mar 8, 2023Updated 3 years ago
- Implementation of Spectral State Space Modelsβ16Feb 23, 2024Updated 2 years ago
- Structural Time Series in JAXβ214May 8, 2024Updated last year
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecastingβ15May 3, 2025Updated 10 months ago
- This work introduces LaT-PFN, a novel time series model that combines PFN and JEPA frameworks to generate zero-shot forecasts efficientlβ¦β20Aug 1, 2024Updated last year
- Code for "Is Mamba Effective for Time Series Forecasting?"β374May 20, 2025Updated 10 months ago
- Sequence Modeling with Structured State Spacesβ67Aug 2, 2022Updated 3 years ago
- β73Feb 8, 2024Updated 2 years ago
- β35Nov 22, 2024Updated last year
- Implementation of https://srush.github.io/annotated-s4β513Jun 20, 2025Updated 9 months ago
- β125Oct 26, 2022Updated 3 years ago
- [ICLR 2024] Official code of RobustTSFβ21Feb 21, 2024Updated 2 years ago
- Code for "Theoretical Foundations of Deep Selective State-Space Models" (NeurIPS 2024)β15Jan 7, 2025Updated last year
- A python implementation of the Rotation Forest algorithm per https://arxiv.org/abs/1809.06705.β21Jan 21, 2020Updated 6 years ago
- β164Jan 24, 2023Updated 3 years ago
- [NeurIPS 2023 spotlight] Official implementation of HGRN in our NeurIPS 2023 paper - Hierarchically Gated Recurrent Neural Network for Seβ¦β68Apr 24, 2024Updated last year