Conda Data Science Enviroment

bigd.yml

#========================================== 
#
# Start env
# ----------------------------------------
# conda activate bigd
# jupyter lab
#
# Stop env
# ----------------------------------------
# conda deactivate
# conda env remove -n bigd
#
# Update env:
# ----------------------------------------
# conda env update --file bigd.yml --prune
# conda activate bigd
# pip list
# jupyter lab
#
# * [TensorRt](https://docs.nvidia.com/deeplearning/tensorrt/install-guide/index.html#installing-pip)
# * [TensorFlow](https://www.tensorflow.org/install/pip)
# * [pyTorch](https://pytorch.org/get-started/locally/#linux-pip)
#==========================================

name: bigd
channels:
  - nvidia
  - pytorch
  - conda-forge
  - defaults
dependencies:
  - numpy
  - pandas
  - matplotlib
  - scikit-learn
  - seaborn
  - keras
  - kaggle
  - jupyter
  - tensorflow[and-cuda]
  - pytorch
  - torchvision
  - pytorch-cuda
  - pip
  - pip:
    - tensorrt
    - nvidia-ml-py3