handson-ml/environment.yml

58 lines
1.2 KiB
YAML

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
- ftfy==5.7
- gast==0.2.2
- gym==0.17.1
- opencv-python==4.2.0.32
- spacy==2.2.4
- 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
- transformers==2.8.0
- urlextract==0.14.0