Rose-STL-Lab / DeepSTPPLinks
☆25Updated last year
Alternatives and similar repositories for DeepSTPP
Users that are interested in DeepSTPP are comparing it to the libraries listed below
Sorting:
- ☆11Updated 8 months ago
- Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series☆32Updated 2 years ago
- ICLR'2024 (Spotlight)☆19Updated 11 months ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆35Updated 2 years ago
- ☆13Updated 4 years ago
- ☆13Updated 6 months ago
- A diffusion-based framework for spatio-temporal point processes☆72Updated last year
- ☆26Updated 2 years ago
- Uncertainty Quantification for Deep Spatiotemporal Forecasting☆22Updated 9 months ago
- Code accompanying our NeurIPS 2022 traffic4cast challenge☆78Updated 2 years ago
- Official implementation of our ICML 2024 paper "UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework…☆31Updated 3 weeks ago
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆20Updated 6 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆52Updated 9 months ago
- add codes☆18Updated 3 years ago
- [ICML 2025] Official implementation of "AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasti…☆26Updated last week
- ☆19Updated 7 months ago
- PyTorch implementation of the NCDSSM models presented in the ICML '23 paper "Neural Continuous-Discrete State Space Models for Irregularl…☆25Updated last year
- Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction☆18Updated last year
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆57Updated 2 years ago
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆28Updated last year
- Official repository for "TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data" (AAAI 2025).☆15Updated 3 weeks ago
- KnowSite: Leveraging Urban Knowledge Graph for Site Selection☆13Updated last year
- ☆20Updated last year
- This is an official repository for "Harnessing Vision Models for Time Series Analysis: A Survey".☆25Updated last month
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆38Updated 2 years ago
- [ICLR2024] Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data☆39Updated 4 months ago
- ☆17Updated 3 years ago
- The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…☆53Updated last year
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆17Updated last month
- ☆44Updated 2 years ago