environment.yml

name: MLFenv
channels:
  - conda-forge
  - gpytorch
  - pytorch
  - defaults
dependencies:
  - arviz=0.6.*
  - gast=0.2.*
  - git=2.23.*
  - gsl=2.6
  - gpytorch=1.1.*
  - imageio=2.8.*
  - ipykernel=5.1.*
  - ipython=7.13.*
  - ipython_genutils=0.2.*
  - ipywidgets=7.5.*
  - keras=2.3.*
  - matplotlib-base=3.1.*
  - mkl=2019.4
  - mkl-service=2.3.*
  - nbformat=5.0.*
  - notebook=6.0.*
  - numpy=1.18.*
  - pandas=1.0.*
  - pip=20.0.*
  - plotly=4.6.*
  - python=3.6.*
  - pytorch=1.5.*
  - scikit-learn=0.22.*
  - scipy=1.4.*
  - seaborn=0.10.*
  - statsmodels=0.10.*
  - tensorflow=2.0.*
  - tqdm=4.46
  - pip:
    - bspline==0.1.1
    - pymc3==3.8
    - theano==1.0.4
    - tensorflow-probability==0.8.0