ananke-causal 0.3.3

Ananke, named for the Greek primordial goddess of necessity and causality, is a python package for causal inference using the language of graphical models.

Ananke

Visit the website to find out more.

Ananke, named for the Greek primordial goddess of necessity and causality, is a python package for causal inference using the language of graphical models

Contributors

• Rohit Bhattacharya
• Jaron Lee
• Razieh Nabi
• Preethi Prakash
• Ranjani Srinivasan

Interested contributors should check out the CONTRIBUTING.md for further details.

Installation

If graph visualization is not required then install via pip:

pip install ananke-causal

Alternatively, the package may be installed from gitlab by cloning and cd into the directory. Then, poetry (see https://python-poetry.org) can be used to install:

poetry install

Install with graph visualization

If graphing support is required, it is necessary to install graphviz.

Non M1 Mac instructions

Ubuntu:

sudo apt install graphviz libgraphviz-dev pkg-config

Mac (Homebrew):

brew install graphviz

Fedora:

sudo yum install graphviz

Once graphviz has been installed, then:

pip install ananke-causal[viz] # if pip is preferred

poetry install --extras viz # if poetry is preferred

M1 Mac specific instructions

If on M1 see this issue. The fix is to run the following before installing:

brew install graphviz
python -m pip install \
    --global-option=build_ext \
    --global-option="-I$(brew --prefix graphviz)/include/" \
    --global-option="-L$(brew --prefix graphviz)/lib/" \
    pygraphviz