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hydro-forecast

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Forecast hydrological flows with Julia models.

Education & Research#modeling#data-analysis#julia#hydrotools#hydroforecast#hydrology#flood
Authorkongdd
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill enables users to perform hydrological forecasting in Julia by orchestrating input data, model selection, and parameter management with HydroTools, reducing setup friction and enabling reproducible simulations.

Core Features & Use Cases

  • Supports multiple hydrological models (MarrMot, XAJ, TCN, LSTM, KAN) for flexible fitting to data.
  • Accepts structured input X and Y and optional JSON parameter files to configure complex simulations.
  • Produces outputs such as output, gof, info_flood, dat_flood, and evaluation for evaluation and visualization.

Quick Start

Prepare your data paths and parameters, then run the forecast workflow to obtain runoff and flood indicators.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: hydro-forecast
Download link: https://github.com/kongdd/Skills_for_Your_AI_Student/archive/main.zip#hydro-forecast

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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