bakaano-hydro - v1.2.6 (Stable version)

What's Changed

• Added interactive data exploration
• Added option to filter stations based on catchment size
• Added option to choose routing method

- Python
Published by confidence-duku 10 months ago

bakaano-hydro - v1.2.0

What's Changed

• Bakaano-Hydro is now a python package available on pypi and to be installed via pip.
• Added option to install for CPU or GPU modes
• Removed dependency on richdem and whitebox for slope calculation
• Removed dependency on scikit-learn for minmax scaling
• Added date labels to sparse arrays during runoff and routing computation
• Simplified date argument in BakaanoHydro instance

- Python
Published by confidence-duku 10 months ago

bakaano-hydro - Initial Public Release

I am excited to release Bakaano-Hydro, an open-source, fully distributed, hydrology-guided neural network framework designed for streamflow prediction, enhance flood forecasting, support water resources management and climate adaptation—particularly in data-scarce regions.

Features ✅ Distributed runoff generation using gridded land surface inputs ✅ DEM-based flow routing via MFD (Multiple Flow Direction) ✅ Temporal Convolutional Network (TCN) architecture for streamflow prediction ✅ Modular design: swap in alternative runoff or routing models ✅ Export-ready outputs for real-time or research applications

- Python
Published by confidence-duku 10 months ago