Tutorial materials: Bayesian inference and machine learning, PyCon AU 2017, Ed Schofield

Installation

See the file conda_requirement.txt. To create a new environment, type:

$ conda create -n bayesml --file conda_requirements.yaml

If this doesn't work for you, try this:

you can't use conda, here is the initial list of packages we will use:

• python=3.6
• scipy
• jupyter-notebook
• pandas
• pytables
• matplotlib
• seaborn
• maxentropy
• pymc3
• scikit-learn
• tensorflow
• edwardlib
• pystan

So try:

$ conda create -n bayesml python=3.6 scipy jupyter pandas pytables matplotlib seaborn pymc3 scikit-learn tensorflow
$ source activate bayesml
$ pip install maxentropy
$ pip install edward

License

Copyright (c) 2017 Python Charmers Pty Ltd, Australia.

These training materials are released for the PyCon AU 2017 tutorial under the Creative Commons CC-NC-ND license: https://creativecommons.org/licenses/by-nc-nd/3.0/au/