handson-ml/environment.yml

name: tf2
channels:
  - conda-forge
  - defaults
dependencies:
  - graphviz
  - imageio=2.6
  - ipython=7.12
  - ipywidgets=7.5
  - joblib=0.14
  - jupyter=1.0
  - matplotlib=3.1
  - nbdime=2.0
  - nltk=3.4
  - numexpr=2.7
  - numpy=1.18
  - pandas=1.0
  - pillow=7.0
  - pip
  - psutil=5.7
  - py-xgboost=0.90
  - pydot=1.4
  - pyglet=1.5
  - pyopengl=3.1
  - python=3.7
  - python-graphviz
  #- pyvirtualdisplay=0.2 # add if on headless server
  - requests=2.22
  - scikit-image=0.16
  - scikit-learn=0.22
  - scipy=1.4
  - tqdm=4.43
  - wheel
  - widgetsnbextension=3.5
  - pip:
    - atari-py==0.2.6
    - gast==0.2.2
    - gym==0.17.1
    - opencv-python==4.2.0.32
    - tensorboard==2.1.1
    - tensorflow-addons==0.8.3
    - tensorflow-data-validation==0.21.5
    - tensorflow-datasets==2.1.0
    - tensorflow-estimator==2.1.0
    - tensorflow-hub==0.7.0
    - tensorflow-metadata==0.21.1
    - tensorflow-model-analysis==0.21.6
    - tensorflow-probability==0.9.0
    - tensorflow-serving-api==2.1.0 # or tensorflow-serving-api-gpu if gpu
    - tensorflow-transform==0.21.2
    - tensorflow==2.1.0 # or tensorflow-gpu if gpu
    - tf-agents==0.3.0
    - tfx==0.21.2
    - urlextract==0.14.0