SciML/DataDrivenDiffEq.jl

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Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

Stars: 430
Forks: 58
Open beginner issues: 0
Indexed issues: 84
Avg merge: 6h 29m
Merged PRs (30d): 28

Dominant language: Julia
License: MIT
Last GitHub push: Sep 17, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: help wanted good first issue

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84 open issues indexed

Docs fail with Documenter 1.18 on DMDSVD cross-reference Open

Difficulty 2/5 1-3 hours Newbie friendliness 70/100

SciML/DataDrivenDiffEq.jl#673 · 1 comment · Opened Aug 31, 2026
DataDrivenSR incompatible with SymbolicUtils v4 (needs SymbolicRegression v2 update) Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#590 · Opened Feb 9, 2026
Downgrade tests disabled Open

Difficulty 2/5 1-3 hours Newbie friendliness 38/100

SciML/DataDrivenDiffEq.jl#586 · Opened Jan 12, 2026
TagBot: Manual intervention needed for releases Open

tagbot-manual

Difficulty 1/5 Under an hour Newbie friendliness 45/100

SciML/DataDrivenDiffEq.jl#584 · Opened Jan 8, 2026
How to plot time history and phase diagram of data-driven equation Open

question

Difficulty 4/5 3-5 days Newbie friendliness 20/100

SciML/DataDrivenDiffEq.jl#567 · 2 comments · Opened Dec 6, 2025
Interest in BOp-DMD? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#532 · 3 comments · Opened Apr 21, 2025
False to pass parameters Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#529 · 2 comments · Opened Mar 5, 2025
Symbolic regression fails Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#523 · Opened Nov 6, 2024
Switch from AbstractDifferentiation to DifferentiationInterface? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#519 · 3 comments · Opened Jul 29, 2024
DimensionMismatch error - Symbolic Regression failing for sparse hyperparameters Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 45/100

SciML/DataDrivenDiffEq.jl#514 · Opened Jul 9, 2024
Problem with dimension Open

question

Difficulty 4/5 3-5 days Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#491 · Opened Dec 5, 2023
Model discovery using Sparse Regression on a UDE model Open

question

Difficulty 4/5 3-5 days Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#489 · Opened Nov 25, 2023
DataDrivenProblem takes a very long time Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#487 · 2 comments · Opened Oct 3, 2023
Improve docstrings Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#486 · Opened Sep 24, 2023
Using DataDrivenDataset for DMD and SR Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

SciML/DataDrivenDiffEq.jl#481 · Opened Jul 26, 2023
References for underlying methids Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#478 · Opened Jun 27, 2023
STLSQ method results in different models from pySINDy? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#475 · 4 comments · Opened May 11, 2023
How to get error estimate? Open

Difficulty 3/5 1-2 days Newbie friendliness 20/100

SciML/DataDrivenDiffEq.jl#450 · 1 comment · Opened Feb 1, 2023
Understanding controls Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#447 · 3 comments · 1 reaction · Opened Jan 23, 2023
Basic Usage example fails Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#440 · 1 comment · Opened Dec 10, 2022
Unable to reconstruct system from result Open

documentation

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#432 · 3 comments · Opened Nov 27, 2022
Error in Nonlinear Time Continuous Problem Tutorial Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#375 · 5 comments · Opened Sep 26, 2022
Accessible internals for sparse regression under SINDy Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#373 · 10 comments · Opened Aug 25, 2022
Deep Symbolic Regression Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#372 · Opened Aug 8, 2022
No Method Matching Koopman Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#370 · 4 comments · 2 reactions · Opened Jul 24, 2022
CINDy Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/DataDrivenDiffEq.jl#369 · Opened Jul 20, 2022
truncated_svd() is unable to handle complex matrices Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#367 · 3 comments · Opened Jul 6, 2022
Enable doctests Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#354 · 2 comments · Opened May 18, 2022
SINDy basis does not print after construction Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#353 · 4 comments · Opened May 18, 2022
SSM Learn Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 15/100

SciML/DataDrivenDiffEq.jl#333 · Opened Feb 15, 2022
Automating the SINDY workflow with Dataset Augmentation and Reduction Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/DataDrivenDiffEq.jl#332 · 2 comments · 2 reactions · Opened Feb 1, 2022
Solving Lorentz attractor example using sol.u and sol.t gives me wrong result Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#331 · 2 comments · Opened Jan 28, 2022
State saving feature for SymbolicRegression.jl Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#329 · 1 comment · Opened Jan 24, 2022
Reliability of OccamNet Tests Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#328 · 1 comment · Opened Jan 16, 2022
ContinuousDataDrivenProblem: Difficulty in forming DX with ODEProblem and DAEProblem Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#323 · 7 comments · Opened Jan 10, 2022
Symbolic regression does not output equations Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#318 · 11 comments · Opened Dec 18, 2021
Write and read data files for DataDrivenDiffEq inference Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#317 · 2 comments · Opened Dec 2, 2021
optimal thresholding for truncated SVD ? Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/DataDrivenDiffEq.jl#315 · 3 comments · 1 reaction · Opened Nov 27, 2021
Measurement timepoints of different states not aligned? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#312 · 1 comment · Opened Nov 25, 2021
Lagrange and Lagramge Open

Difficulty 3/5 1-2 days Newbie friendliness 20/100

SciML/DataDrivenDiffEq.jl#302 · 1 comment · Opened Nov 7, 2021
Flexible Model Induction through Heuristic Process Discovery (FPM) Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#301 · Opened Nov 7, 2021
Selective Induction of Rate-Based Process Models (SPM) Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

SciML/DataDrivenDiffEq.jl#300 · Opened Nov 7, 2021
BACON Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

SciML/DataDrivenDiffEq.jl#299 · Opened Nov 7, 2021
Langley IDS Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/DataDrivenDiffEq.jl#298 · Opened Nov 7, 2021
Langley IPM Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

SciML/DataDrivenDiffEq.jl#297 · 1 comment · Opened Nov 7, 2021
Regression-Guided Process Modeler (RPM) Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/DataDrivenDiffEq.jl#296 · 1 comment · Opened Nov 7, 2021
Dynamic Discovery of PDEs Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#284 · 2 comments · Opened Sep 16, 2021
OccamNet Example Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/DataDrivenDiffEq.jl#282 · 1 comment · Opened Aug 27, 2021
Creating and solving an ODEProblem from a Koopman after DMDSVD Open

SciML/DataDrivenDiffEq.jl#281 · 1 comment · 1 assignee · Opened Aug 23, 2021
Rerethinking Sparse Regression Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/DataDrivenDiffEq.jl#251 · Opened Aug 5, 2021

SciML/DataDrivenDiffEq.jl

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