cliMLe

Machine Learning workflow development for climate applications

Requirements

cliMLe uses the Keras framework.

Keras Installation instructions

For Anaconda:

• Start with a brand new shell (no conda env activated):

  $ conda create -n tensorflow -c conda-forge -c cdat cdat
  $ source activate tensorflow

• Linux Install

  $ pip install --ignore-installed --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.0.1-cp27-none-linux_x86_64.whl

• OSX Install

  $ pip install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl 

• Test tensorflow :

  $ python
  >>> import tensorflow
  >>>

• Install Keras:

  $ pip install pillow h5py scikit-learn keras

• Install additional packages:

  $ conda install xarray