Giter Club home page Giter Club logo

hydroblocks's Introduction

HydroBlocks

HydroBlocks relies on a number python libraries. To make this straightforward use conda (http://conda.pydata.org/miniconda.html) to install all the packages. Here are the steps to install the model.

  1. conda install gdal
  2. conda install scikit-learn
  3. conda install netCDF4
  4. git clone https://github.com/chaneyn/HydroBlocks.git
  5. cd HydroBlocks
  6. python setup.py
  7. cd ..
  8. git clone https://github.com/chaneyn/geospatialtools.git
  9. cd geospatialtools
  10. python setup.py install
  11. cd ..

Note: If you have the intel mkl library on your machine, we recommend that you set the mkl_flag variable in setup.py to True.

To run the model on a test dataset, do the following:

  1. wget https://www.dropbox.com/s/tw4z4rf9ol6p24x/HB_sample.tar.gz?dl=0
  2. tar -xvzf HB_sample.tar.gz
  3. cd HB_sample
  4. python ../HydroBlocks/Preprocessing/Driver.py metadata.json
  5. python ../HydroBlocks/HydroBlocks/Driver.py metadata.json

hydroblocks's People

Contributors

chaneyn avatar noemivergopolan avatar

Stargazers

Changjiang Shi avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.