interpolants / forecastingLinks
Code for the paper: Probabilistic Forecasting with Stochastic Interpolants and Follmer Processes
☆17Updated last year
Alternatives and similar repositories for forecasting
Users that are interested in forecasting are comparing it to the libraries listed below
Sorting:
- Official implementation of Score-based Data Assimilation☆84Updated 2 years ago
- Swirl-Dynamics is a python repository that provides implementations of models, benchmarks and utilities for dynamical systems.☆77Updated last week
- ☆36Updated 2 years ago
- ☆47Updated 10 months ago
- ☆40Updated 7 months ago
- Compressing weather and climate data into neural networks☆17Updated last year
- OceanBench - SSH edition☆22Updated 2 years ago
- ☆38Updated 4 years ago
- ☆73Updated 10 months ago
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆20Updated 3 weeks ago
- Solving Inverse Physics Problems with Score Matching☆32Updated 2 years ago
- A spherical CNN for weather forecasting☆74Updated 3 years ago
- [NeurIPS 2024] FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation☆14Updated 11 months ago
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆30Updated 10 months ago
- Synthetic Lagrangian Turbulence by Generative Diffusion Models☆26Updated last year
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆28Updated 2 years ago
- ☆19Updated last year
- Testing out Diffusion-based models for weather and PV forecasting☆18Updated 2 weeks ago
- Uncertainty quantification for data-driven weather models.☆14Updated 9 months ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆50Updated 5 months ago
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆225Updated 3 months ago
- ☆67Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆118Updated 10 months ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆19Updated this week
- ☆18Updated last year
- ☆36Updated 4 months ago
- Simple differentiable approximate ocean models built with JAX.☆17Updated 2 years ago
- ☆47Updated last year
- ☆15Updated 2 weeks ago
- Official implementation of "Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation"☆52Updated 3 months ago