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Bakaano-Hydro v1.3.4

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@confidence-duku confidence-duku released this 09 Feb 14:57
· 81 commits to main since this release

New features

  • AlphaEarth embeddings support (new alpha_earth.py) and integration into model inputs.
  • CSV‑based observations supported for training/evaluation/simulation (lookup CSV + per‑station CSVs).
  • Batch simulation for GRDC/CSV stations (produce one CSV per station).
  • Expanded interactive routed runoff time series and runoff plotting utilities.

Model/Training improvements

  • New multi‑branch TCN architecture with multi‑scale windows (45/90/180/365) and static conditioning (AlphaEarth + basin area).
  • Area normalization and log scaling integrated into preprocessing and inference pipelines.
  • Learning‑rate scheduling options and warmup controls added.

Docs & tooling

  • Full Sphinx documentation added (Quickstart, Inputs/Outputs, Model configuration, API reference).
  • ReadTheDocs config and docs build assets added.
  • README expanded with usage, structure, and examples.