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GitHub / bradyneal / realcause

Realistic benchmark for different causal inference methods. The realism comes from fitting generative models to data with an assumed causal structure.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bradyneal%2Frealcause

Stars: 48
Forks: 3
Open Issues: 3

License: mit
Language: Python
Repo Size: 75.9 MB
Dependencies: 25

Created: over 4 years ago
Updated: about 1 year ago
Last pushed: about 3 years ago
Last synced: 11 months ago

Files

Readme

Dependencies

environment.yml pypi

POT *
addict *
causallib *
comet_ml *
econml *
gpytorch *
pyro-ppl *
whynot *
whynot_estimators *

requirements.txt pypi

addict *
causallib *
comet-ml *
gpytorch *
matplotlib *
numpy *
pandas *
pytest *
requests *
scikit-learn *
scipy *
seaborn *
statsmodels *
torch *
torchvision *
tqdm *