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The Top 23 Data Assimilation Open Source Projects

Open source projects categorized as Data Assimilation
Categories > Data Assimilation
Oceananigans.jl ⭐ 853
🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
most recent commit 5 months ago
Dapper ⭐ 306
Data Assimilation with Python: a Package for Experimental Research
total releases 15most recent commit 5 months ago
Mitgcm ⭐ 302
M.I.T General Circulation Model master code and documentation repository
most recent commit 5 months ago
Pecan ⭐ 193
The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
most recent commit 5 months ago
Pde Net ⭐ 149
PDE-Net: Learning PDEs from Data
most recent commit 4 years ago
Da Tutorials ⭐ 112
Tutorials on data assimilation (DA) and the EnKF
most recent commit 8 months ago
Lowlevelparticlefilters.jl ⭐ 105
State estimation, smoothing and parameter estimation using Kalman and particle filters.
most recent commit 5 months ago
Climaatmos.jl ⭐ 58
ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools. We welcome contributions!
most recent commit 5 months ago
Gan ⭐ 39
Generative adversarial networks (GAN) in a reduced-order model (ROM) framework for time series prediction, data assimilation and uncertainty quantification
most recent commit 7 months ago
Flownet ⭐ 35
FlowNet - Data-Driven Reservoir Predictions
total releases 9most recent commit 2 years ago
Sda ⭐ 17
Official implementation of Score-based Data Assimilation
most recent commit 5 months ago
Dust ⭐ 17
Data Assimilation for Agent-Based Models - A research project at the University of Leeds, funded by the European Research Council
most recent commit 6 months ago
Historymatching ⭐ 15
Notebooks on production optimisation and history matching
most recent commit 7 months ago
Da_tutorial ⭐ 13
This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).
most recent commit 4 years ago
Dash ⭐ 12
A package for paleoclimate data assimilation workflow.
most recent commit 10 months ago
Enkf_seir ⭐ 11
EnKF_seir
most recent commit 3 years ago
Agile ⭐ 10
AGILE: Open Global Glacier Data Assimilation Framework
most recent commit 10 months ago
Dass ⭐ 9
Data Assimilation in Python for teaching purposes
most recent commit 6 months ago
Ode Test Problems ⭐ 9
A MATLAB suite of initial value problems
most recent commit 5 months ago
F90gio ⭐ 9
general I/O interface for NetCDF, HDF4, HDF5 of fortran90 language
most recent commit 9 months ago
Documentation ⭐ 8
GHER documentation
most recent commit 7 years ago
Ensdam ⭐ 7
Ensemble Data Assimilation Modules
most recent commit a year ago
Lowrankvortex.jl ⭐ 7
A companion repository to "A low-rank ensemble Kalman filter for elliptic observations" by Le Provost et al. (2022)
most recent commit a year ago
The 3 Latest Releases In Data Assimilation Open Source Projects
Lmrt ⭐ 6
LMR Turbo, a lightweight implementation of the LMR framework
total releases 39latest release November 15, 2022most recent commit 2 years ago
Flownet ⭐ 35
FlowNet - Data-Driven Reservoir Predictions
total releases 9latest release October 01, 2021most recent commit 2 years ago
Dapper ⭐ 306
Data Assimilation with Python: a Package for Experimental Research
total releases 15latest release June 05, 2021most recent commit 5 months ago
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