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Conda Environments for Environmental Data Science

Author: Dr. Zhonghua Zheng (zhonghua.zheng@outlook.com)

Introduction

This repo contains the files for setting up conda environments. The basic conda environment is environment.yml. It consists of:

  • Python=3.8.0
  • Jupyter
  • data processing
    • numpy
    • pandas
    • xarray (with netCDF support)
    • scipy
  • machine learning
    • scikit-learn
  • mapping & plotting:
    • matplotlib

Usage

Step 0: Install Anaconda or Miniconda

Step 1: Create the environment the running the code below

$ conda env create -f environment.yml