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Add Kenya (KEN) data and experiment configs for hydra#82

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gabrieletijunaityte merged 2 commits into
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feature/cy-kenya-study
Apr 16, 2026
Merged

Add Kenya (KEN) data and experiment configs for hydra#82
gabrieletijunaityte merged 2 commits into
developfrom
feature/cy-kenya-study

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What does this PR do?

Add Kenya (KEN) Hydra configs for yield Africa experiments

Implementations
Adds data and experiment configs to run yield Africa models restricted to Kenya (2017–2020), as a country-level subset complementing the existing all-Africa and LOCO configs.

Data configs (configs/data/):

  • yield_africa_KEN.yaml — tabular/coords-only datamodule, random 70/15/15 split, countries filtered to ["KEN"]
  • yield_africa_tessera_KEN.yaml — same but with TESSERA modality (9-pixel tiles, per-record year)

Experiment configs (configs/experiment/):

  • yield_africa_tabular_KEN.yaml — tabular-only model (yield_tabular_reg) on Kenya data, 150 epochs
  • yield_africa_tessera_reg_KEN.yaml — TESSERA-only model (yield_tessera_reg) on Kenya data
  • yield_africa_tessera_fusion_KEN.yaml — TESSERA + tabular fusion (yield_tessera_fusion_reg) on Kenya data; includes notes on required preprocessing steps (TESSERA tile fetch, LOCO split generation) and how to swap the held-out country

Usage
python src/train.py experiment=yield_africa_tabular_KEN
python src/train.py experiment=yield_africa_tessera_reg_KEN
python src/train.py experiment=yield_africa_tessera_fusion_KEN

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@gabrieletijunaityte gabrieletijunaityte merged commit b815d43 into develop Apr 16, 2026
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@robknapen robknapen deleted the feature/cy-kenya-study branch April 16, 2026 14:42
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2 participants