NXTensor 0.3.4.0

NXTensor is a tensor making framework based on Xarray. It automates the extraction of multichannel images (tensors) from NetCDF time series of geolocated data.

NXTensor

NXTensor is a tensor making framework based on Xarray. It automates the extraction of multichannel images (tensors) from NetCDF time series of geolocated data.

License

See LICENSE file.

Authors

• Sébastien Gardoll

Software Engineer at IPSL contact: [e-mail]

Requirements

• netcdf data files (all variables):
  • with the same period of time covered
  • with the same metadata names and properties

Direct dependencies

The tested version in parenthesis.

• Python 3.7 (3.7.7)
• Dask (2.17.2)
• H5py (2.10.0)
• Matplotlib (3.3.2)
• Netcdf4 (1.5.3)
• Numpy (1.18.1)
• Pandas (1.0.3)
• Pyyaml (5.3.1)
• Scikit-learn (0.22.1)
• Scipy (1.4.1)
• Xarray (0.15.1)

Conda dependencies installation script

YOUR_ENV_NAME='env_name'
conda create -n ${YOUR_ENV_NAME} python=3.7
conda install -n ${YOUR_ENV_NAME} dask h5py matplotlib netcdf4 numpy pandas pyyaml scikit-learn scipy xarray
conda activate ${YOUR_ENV_NAME}