Blog

2023

List of Causal Libraries

NameTeamSoftwareKeywordslink
causalaiSalesforcePythonDiscovery | Time Series | basic-inferencehttps://github.com/salesforce/causalai
pycidCausal Incentives Working
Group a collaboration with
Oxford, DeepMind
and Toronto researchers
Pythonbayesian-networks | influence-diagramshttps://github.com/causalincentives/pycid
causal-learnCenter for Causal Discovery, pittsbughPythondiscovery |hidden-causal | Time Series
basic-inference | tetrad
https://github.com/causalincentives/pycid
CausalImpactGoogle, IncRBayesian time-serieshttps://github.com/google/CausalImpact
EconMLMicrosoft ResearchPythonMachine Learning Based Estimation
of Heterogeneous Treatment Effects
https://econml.azurewebsites.net/index.html
causalnexPetuumPythonaugment model | structure learninghttps://causalnex.readthedocs.io/en/latest/index.html
dowhyMicrosoft ResearchPythonDouble ML | Matching | Balancing
Synthetic control
Outcome-based Learners (e.f. X-Learner)
Dif&Dif | basic-inference
https://github.com/py-why/dowhy
causalToolboxUniversity of CaliforniaRX-learnerhttps://github.com/forestry-labs/causalToolbox
showwhyMicrosoft ResearchTypeScriptno-code interfaceshttps://github.com/microsoft/showwhy
causalimages-software
The University of Texas at Austin
Rcomputer-vision | earth-observation
biomedical-image-analysis
https://github.com/cjerzak/causalimages-software
gCastleHuawei Noah's Ark LabPythonStructure Learning
gradient-based learning
https://github.com/huawei-noah/trustworthyAI/tree/master/gcastle
causallibBiomedSciAIPythonbasic-inferencehttps://github.com/BiomedSciAI/causallib
causal-cmdCenter for Causal Discovery, pittsbughjavaCMD based | discoveryhttps://bd2kccd.github.io/docs/causal-cmd/
ResearchMapUCLAJSOptimal experiments | augmented modelshttps://github.com/ResearchMaps/