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WUR-AI

3 indexed repositories · View on GitHub

diffWOFOST
Differentiable implementation of WOFOST

Python · 25 stars
aether
Explainable AI for EO data.

Python · 8 stars
M3

Python · 6 stars

Beginner friendly Everything

Open All

Add a provenance layer Open

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

WUR-AI/M3#43 · Opened Jul 17, 2026
Transfer updates from BaseDataset and BaseCaption builder to the UC dataset implementations Open

WUR-AI/aether#125 · 3 comments · 2 assignees · Opened Jul 15, 2026
[Task] Prepare release v0.6.0 Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

WUR-AI/diffWOFOST#133 · Opened Jul 15, 2026
[Task] Add save/load model example to the documentation Open

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

WUR-AI/diffWOFOST#132 · Opened Jul 15, 2026
earthaccess dependency Open

WUR-AI/aether#123 · 1 assignee · Opened Jul 14, 2026
Phase 6 — Tests, docs, demo Open

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

WUR-AI/M3#40 · Opened Jul 7, 2026
Phase 5 — Standards and output schema Open

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

WUR-AI/M3#39 · Opened Jul 7, 2026
Phase 4 — Players and planning Open

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

WUR-AI/M3#38 · Opened Jul 7, 2026
Phase 3 — Text tools Open

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

WUR-AI/M3#35 · Opened Jul 7, 2026
Create more extensive docs Open

documentation

WUR-AI/aether#116 · 1 assignee · Opened Jun 16, 2026
[Task] getting outputs from Engine Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

WUR-AI/diffWOFOST#129 · Opened Jun 10, 2026
[Task] Develop data providers in a separate repo Open

ideas

Difficulty 5/5 Over a week Newbie friendliness 35/100

WUR-AI/diffWOFOST#128 · Opened Jun 10, 2026
[Task] Move out the state vars DOS, DOE, ... from phenology Open

Difficulty 3/5 1-2 days Newbie friendliness 58/100

WUR-AI/diffWOFOST#127 · Opened Jun 10, 2026
[Task]: Add support for crop rotation Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

WUR-AI/diffWOFOST#126 · Opened Jun 10, 2026
Let aux columns with 2-tailed distr have both min and max concept captions Open

enhancement

WUR-AI/aether#109 · 1 assignee · Opened May 22, 2026
[Backlog item]: Create a notebook showing variational DA using wofost_72_WLP_CWB Open

Backlog item Epic 2

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

WUR-AI/diffWOFOST#115 · Opened Apr 28, 2026
Split the package installation Open

ideas technical

Difficulty 5/5 Over a week Newbie friendliness 38/100

WUR-AI/diffWOFOST#114 · Opened Apr 28, 2026
Trade-off analysis Open

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

WUR-AI/M3#11 · Opened Apr 21, 2026
Speed up Open

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

WUR-AI/M3#9 · Opened Apr 21, 2026
Extended tool support: `csv`/`sql`/`txt`/`tiff`/`geotiff` Open

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

WUR-AI/M3#8 · Opened Apr 21, 2026
Support for more dataset formats Open

WUR-AI/M3#6 · 2 assignees · Opened Apr 21, 2026
Report generation Open

WUR-AI/M3#4 · 1 comment · 2 assignees · Opened Apr 21, 2026
User Experience Open

WUR-AI/M3#1 · 1 assignee · Opened Apr 21, 2026
Move External State Updates from VariableKiosk to Engine Open

Difficulty 3/5 1-2 days Newbie friendliness 65/100

WUR-AI/diffWOFOST#105 · Opened Mar 25, 2026
[Task]: Move astro and daylength from utils to WeatherDataProvider Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

WUR-AI/diffWOFOST#99 · 1 comment · Opened Mar 11, 2026
Sample captions based on importance aux columns Open

data enhancement

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

WUR-AI/aether#58 · Opened Mar 4, 2026
[Epic 3]: Calibration of Wofost81_NWLP_CWB_CNB using big data Open

Epic 3

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

WUR-AI/diffWOFOST#93 · Opened Feb 25, 2026
[Task] Replace EngineTestHelper with Engine Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

WUR-AI/diffWOFOST#90 · Opened Feb 4, 2026
Use of nn.Module Open

technical

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

WUR-AI/diffWOFOST#82 · 2 comments · Opened Jan 28, 2026
Test using real EO data and other EO modalities Open

tests

WUR-AI/aether#33 · 3 comments · 1 assignee · Opened Jan 27, 2026
Data hosting Open

data wontfix

WUR-AI/aether#29 · 1 comment · 1 assignee · Opened Jan 23, 2026
Some tests are surprisingly slow Open

tests

WUR-AI/aether#21 · 1 comment · 1 assignee · Opened Jan 20, 2026
Expose sharpness in leaf_dynamics as a learnable parameter Open

ideas scientific

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

WUR-AI/diffWOFOST#72 · Opened Jan 13, 2026
[Task] Running multiple crops: Vectorization of phenology and data of AgroManagement Open

technical

WUR-AI/diffWOFOST#60 · 2 comments · 1 assignee · Opened Dec 5, 2025
Testing GPU support -- possible solution Open

ideas

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

WUR-AI/diffWOFOST#58 · 6 comments · 3 reactions · Opened Nov 26, 2025
[Backlog Item]: Build a differentiable wofost72_pp Open

Backlog item Epic 1

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

WUR-AI/diffWOFOST#39 · Opened Oct 22, 2025
Torch EnKF Open

ideas

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

WUR-AI/diffWOFOST#37 · 1 reaction · Opened Oct 21, 2025
run a profiler on current pcse engine Open

technical

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

WUR-AI/diffWOFOST#30 · Opened Sep 17, 2025
how to find valid range of each crop parameter Open

scientific

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

WUR-AI/diffWOFOST#28 · 1 comment · Opened Sep 16, 2025
how to check if a parameter affects an output Open

scientific

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

WUR-AI/diffWOFOST#26 · 4 comments · Opened Sep 16, 2025
[Tasks]: Implement Data array organization inside Engine Open

WUR-AI/diffWOFOST#25 · 2 comments · 1 assignee · Opened Sep 9, 2025
how to validate the results after introducing approximations Open

scientific

Difficulty 5/5 Over a week Newbie friendliness 30/100

WUR-AI/diffWOFOST#24 · 1 comment · Opened Sep 4, 2025
[Backlog Item]: Make two modules of wofost72_pp efficient Open

Backlog item Epic 1

Difficulty 5/5 Over a week Newbie friendliness 30/100

WUR-AI/diffWOFOST#18 · Opened Sep 2, 2025
Explore using `pytest-subsets` package in tests Open

ideas

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

WUR-AI/diffWOFOST#16 · Opened Sep 1, 2025
[Backlog Item]: Build hybrid modeling framework Open

Backlog item Epic 1

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

WUR-AI/diffWOFOST#11 · Opened Jul 18, 2025
[Epic 2]: Data assimilation in Wofost72_WLP_CWB using pytorch Open

Epic 2

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

WUR-AI/diffWOFOST#9 · Opened Jul 11, 2025
[Backlog Item]: Build a prototype of differentiable wofost72_pp Open

Backlog item Epic 1 scientific

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

WUR-AI/diffWOFOST#3 · 2 comments · Opened Jul 11, 2025
[Backlog item]: Evaluate existing codes and frameworks Open

Backlog item Epic 1

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

WUR-AI/diffWOFOST#2 · Opened Jul 11, 2025
[Epic 1]: Optimizing parameters in Wofost72_PP using pytorch Open

Epic 1

Difficulty 5/5 Over a week Newbie friendliness 30/100

WUR-AI/diffWOFOST#1 · Opened Jul 11, 2025

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