Code repository for paper: A score-based filter for nonlinear data assimilation
☆15Nov 5, 2024Updated last year
Alternatives and similar repositories for Score-based-Filter
Users that are interested in Score-based-Filter are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code repository for paper: An ensemble score filter for tracking high-dimensional nonlinear dynamical systems☆21Nov 5, 2024Updated last year
- Taylor moment expansion in Python (JaX and SymPy) and Matlab☆11Nov 26, 2024Updated last year
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆40May 15, 2026Updated 2 months ago
- Code for the paper: Probabilistic Forecasting with Stochastic Interpolants and Follmer Processes (generative AI for forecasting)☆20May 17, 2026Updated 2 months ago
- MATLAB code for Combined Hybrid-Parallel Prediction☆10Nov 14, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Use Deep Learning in Data Assimilation☆65Jan 12, 2025Updated last year
- ☆15Nov 15, 2024Updated last year
- This project is a Python demonstrator for the stochastic grid bundling method (SGBM) to solve backward stochastic differential equations …☆12Nov 19, 2018Updated 7 years ago
- Iterative State Estimation in Non-linear Dynamical Systems Using Approximate Expectation Propagation☆14Jun 30, 2022Updated 4 years ago
- Accompanying code for "Weak form generalized Hamiltonian learning"☆11Feb 13, 2021Updated 5 years ago
- Combining ESA's CryoSat-2 and Sentinel-3 satellite altimeters to produce daily pan-Arctic radar freeboard estimates☆14Jul 11, 2024Updated 2 years ago
- A simple and intuitive library for diffusion models using Flax and Jax. Includes detailed notebooks on DDPM, DDIM, and EDM with simplifie…☆41Updated this week
- An integrated demo: Gaussian processes for PDEs and inverse problems☆16Jul 17, 2025Updated last year
- Jupyter notebooks used in the course Numerical Analysis (MAST 334 and MATH 354) at Concordia University☆16Nov 28, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official implementation of Score-based Data Assimilation☆91Jan 12, 2024Updated 2 years ago
- Source code related to the article "Deep splitting method for parabolic PDEs" by Christian Beck, Sebastian Becker, Patrick Cheridito, Arn…☆16Nov 1, 2020Updated 5 years ago
- Official implementation of the NeurIPS 2025 spotlight paper "Light-Weight Diffusion Multiplier and Uncertainty Quantification for Fourier…☆17Oct 28, 2025Updated 8 months ago
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Mar 31, 2021Updated 5 years ago
- ☆16Dec 15, 2020Updated 5 years ago
- Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes☆13Oct 30, 2024Updated last year
- A single column model of atmospheric boundary layer turbulence and clouds☆14Feb 27, 2020Updated 6 years ago
- Solving various PDEs by employing Siren, with JAX implementation.☆10Apr 13, 2025Updated last year
- Next generation MCMC samplers with automatic differentiaion and adaptive Poisson thinning☆13Jul 14, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Jupyter Notes on Computational Conformal Geometry☆13Jul 8, 2022Updated 4 years ago
- Causal Impact of an intervention integrated with control group selection☆10Sep 11, 2022Updated 3 years ago
- ☆22Feb 24, 2026Updated 5 months ago
- Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents☆34Apr 27, 2022Updated 4 years ago
- Code Repository for Matrix Computations(4th Edition) by G.H. Golub and C.F. Van Loan☆13Jun 5, 2019Updated 7 years ago
- Solving the one-dimensional time-dependent Schrodinger Equation for different potentials using the Crank-Nicolson method and analyzing th…☆15Jun 7, 2022Updated 4 years ago
- Covers a variety of computational topics including integration, differential equations, statistical analysis and signal processing.☆15May 19, 2026Updated 2 months ago
- Gradient-informed particle MCMC methods☆12Jan 29, 2024Updated 2 years ago
- ⛔️ DEPRECATED GPU Ocean Python/CUDA codebase☆11Nov 9, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The official implementation of two AI-enhanced numerical solvers: NeurVec (Sci. Rep.) and AttNS (ICML'24)☆27May 21, 2024Updated 2 years ago
- Package for CGD and ACGD optimizers☆20Aug 11, 2022Updated 3 years ago
- A library implementing the kernels for and experiments using extrinsic gauge equivariant vector field Gaussian Processes☆26Oct 28, 2021Updated 4 years ago
- Deep multistep methods to solve BSDEs of first and second order for the approximation of PDE solutions☆21May 29, 2020Updated 6 years ago
- Implementation of "A deep solver for BSDEs with jumps"☆17Nov 14, 2024Updated last year
- Unified Dense Subgraph Detection Algorithms: **Best student DM paper award in ECML-PKDD'20**☆16May 23, 2024Updated 2 years ago
- ☆17Mar 1, 2021Updated 5 years ago