# Clean environment based on pure conda-forge packages
name: datascience_py36
channels:
  - conda-forge
dependencies:
  - python=3.6
  - pandas
  - xlrd
  - numpy
  - scipy
  - scikit-learn
  - matplotlib
  - seaborn
  - tensorflow=1.13.1
  - pytables
  - ipython
  - keras=2.1.6
  - deap
  - nb_conda_kernels
  - ipywidgets
  - plotly
  - python-graphviz
  - hdf5storage
# Note that the dask 2.1.0 with python 3.6 led to a non-functioning configuration
# (serialization errors in dask). Therefore we exclude it here.
#  - dask
