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HydroTrack - Python Framework for Tracking and Forecasting Clusters

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Overview

hydrotrack HydroTrack is a Python package designed to identify, track, analyze and forecast hydrological phenomena across a diverse range of datasets. It offers a robust modular framework that seamlessly integrates various cutting-edge algorithms for feature identification, tracking, and comprehensive analyses. One of HydroTrack’s paramount advantages lies in its remarkable versatility, which liberates it from any reliance on specific input variables or grid structures.

Documentation

For a more detailed information of hydrotrack package please read the user guide available click here.

Download package

Download package direct from github:

git clone https://github.com/hydrotrack-project/hydrotrack/

Instalation

Create a Python env using Anaconda3, Miniconda, Mamba, or etc.

Install env from environment.yml:

cd hydrotrack
conda env create -n hydrotrack --file environment.yml
conda activate hydrotrack

or install package from local file:

cd hydrotrack
pip3 install -r requirements.txt

or just type:

pip3 install hydrotrack

Example of usage

Open In Colab.

Support and Contact

For support, email helvecio.neto@inpe.br, alan.calheiros@inpe.br

Release files for hydrotrack 1.4.0rc0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for hydrotrack 1.4.0rc0
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Built distribution (wheel)

Table of built distributions (wheels) for hydrotrack 1.4.0rc0
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hydrotrack-1.4.0rc0-py3-none-any.whl Python 3 none any Details

Total release size:56.2 kB

Release files / hydrotrack-1.4.0rc0.tar.gz

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