PyDA: A hands-on introduction to dynamical data assimilation with Python
☆77Nov 29, 2020Updated 5 years ago
Alternatives and similar repositories for PyDA
Users that are interested in PyDA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Data Assimilation with Python: a Package for Experimental Research☆399Feb 19, 2026Updated last month
- Tutorials on data assimilation (DA) and the EnKF☆185Dec 5, 2025Updated 4 months ago
- Use Deep Learning in Data Assimilation☆62Jan 12, 2025Updated last year
- Python code for data assimilation methods☆55Feb 7, 2023Updated 3 years ago
- ☆38May 20, 2021Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆17Nov 18, 2025Updated 4 months ago
- Data Assimilation Research Testbed☆247Mar 31, 2026Updated last week
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆30Dec 17, 2023Updated 2 years ago
- Code repository for paper: An ensemble score filter for tracking high-dimensional nonlinear dynamical systems☆20Nov 5, 2024Updated last year
- Code for My book☆22Sep 28, 2024Updated last year
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Oct 23, 2018Updated 7 years ago
- Distributed Training of Bayesian Neural Networks at Scale☆11May 26, 2020Updated 5 years ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Aug 21, 2021Updated 4 years ago
- ☆63Jan 9, 2024Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Python Multivariate Land Data Assimilation System with High Performance Computing for CLM 4.5☆31Feb 5, 2017Updated 9 years ago
- Tutorial demonstrating DEM co-registration☆27Feb 27, 2024Updated 2 years ago
- POD-PINN code and manuscript☆58Nov 10, 2024Updated last year
- ☆11Nov 10, 2021Updated 4 years ago
- ☆67Feb 13, 2026Updated last month
- linear and non-linear solvers, time integration, roms☆47Feb 10, 2026Updated 2 months ago
- Python package for downloading, mosaicking, or compositing MODIS-scale NDVI imagery☆10Feb 10, 2021Updated 5 years ago
- This report is developed with the purpose of giving the student a better understanding of what is turbulence modelling and its analysis. …☆10Nov 8, 2020Updated 5 years ago
- EnKF analysis routines in Fortran 90. Stochastich and SQRT formulations with subspace inversion.☆14Oct 12, 2025Updated 5 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of…☆60Jan 14, 2025Updated last year
- Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model☆12Mar 26, 2019Updated 7 years ago
- Python implementation of the Kolmogorov Zurbenko filter☆18Mar 31, 2017Updated 9 years ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆41Jun 11, 2025Updated 9 months ago
- ☆31Apr 15, 2024Updated last year
- A Highly-Extensible Data Assimilation Testing Suite☆10Feb 24, 2019Updated 7 years ago
- An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py☆66May 6, 2021Updated 4 years ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆50Nov 19, 2018Updated 7 years ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆22Jul 5, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…☆27Sep 7, 2023Updated 2 years ago
- ☆11Jan 24, 2022Updated 4 years ago
- Code repository for paper: A score-based filter for nonlinear data assimilation☆13Nov 5, 2024Updated last year
- Reduced order modeling with shallow recurrent decoder networks☆20Jan 20, 2026Updated 2 months ago
- This repository contains lecture notes and codes for the course "Computational Methods for Data Science"☆55Mar 18, 2021Updated 5 years ago
- A Python package for visualising 2D CFD datasets.☆62Sep 15, 2025Updated 6 months ago
- ☆39Sep 1, 2021Updated 4 years ago