environment.yml

## Conda environment for a UC Irvine course on Machine Learning & Statistics.
## Details at:
## https://nbviewer.jupyter.org/github/dkirkby/MachineLearningStatistics/blob/master/notebooks/Setup.ipynb

name: MLS
channels:
  - anaconda
  - conda-forge   # needed for jupyterlab, jupyter_contrib_nbextensions, emcee
dependencies:
  - python=3.8    # conda default as of Apr 2021
  - pip           # ensures that any pip installs only modify this env
  - ipython
  - jupyter
  - jupyterlab    # needed for "jupyter lab"
  - ipykernel     # ensures that (base) nb_conda creates a kernel for this env
  - numpy
  - scipy
  - pandas
  - matplotlib
  - seaborn
  - scikit-learn
  - hdf5
  - pytables
  - pillow
  - libiconv       # needed by jupyter_contrib_nbextensions on some platforms
  - jupyter_contrib_nbextensions
  - emcee