Ananke
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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
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