/oreilly-ml

Primary LanguageJupyter Notebook

oreilly-ml

Set up dev environment:

  1. Install Python 3: www.python.org
  2. Create virtual environment in your working directory to keep your Python work tidy:
    1. $ python -m venv myenv
    2. $ myenv\Scricts\activate -or- $ source myenv/bin/activate
  3. Install ML tools: $ pip install scikit-learn numpy scipy pandas matplotlib jupyter

Set up Jupyter environment:

  1. pip install jupyter_contrib_nbextensions
  2. jupyter contrib nbextension install
  3. jupyter nbextensions_configurator enable
  4. pip install jupyterthemes
  5. jt -t monokai -T
  6. Extensions I like:
    1. Hinterland
    2. Autopep8 (requires pip install autopep8)
    3. Codefolding