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Current Data Science Teaching Environment - TeachOps For the Win!
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| name: rl-course | |
| channels: | |
| - conda-forge | |
| - damianavila82 | |
| - pytorch | |
| dependencies: | |
| - python==3.7 | |
| - pytorch>=1.0 | |
| - torchvision | |
| - ipython | |
| - jupyter | |
| - jupyterlab | |
| - matplotlib | |
| - numpy | |
| - nbgrader | |
| - pandas | |
| - scikit-learn | |
| - seaborn | |
| - requests | |
| - rise | |
| - pip: | |
| - jupyter_contrib_nbextensions | |
| - mdp | |
| - pymdptoolbox |
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| #!/bin/bash | |
| # Before running this script, install miniconda or anaconda with Python 3.7 | |
| # https://conda.io/docs/user-guide/install/macos.html | |
| # After installing either miniconda or anaconda, open a new terminal code so conda is on the path | |
| # Must cd into this directory to run this script successfully | |
| # Setup the environment for the classroom. TeachOps FTW! | |
| set -e # Exit immediately if a command exits with a non-zero status | |
| set -x # Exit immediately if a pipeline exits with a non-zero status | |
| # Name of environment is from environment.yml | |
| envname=$(sed '1!d' environment.yml | sed 's/^.* //') | |
| # Create environment based on environment.yml in the same directory | |
| conda update -n base conda -y | |
| conda env create -n $envname --force | |
| # Start environment | |
| source activate $envname | |
| # Update during development; Pin right before teaching | |
| conda update --all --yes | |
| # Enable extensions | |
| jupyter contrib nbextension install --user | |
| jupyter nbextension enable spellchecker/main | |
| jupyter nbextension enable codefolding/main | |
| jupyter nbextension install rise --py --sys-prefix | |
| jupyter nbextension enable rise --py --sys-prefix |
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