List of Causal Libraries

less than 1 minute read


causalaiSalesforcePythonDiscovery | Time Series | basic-inference
pycidCausal Incentives Working
Group a collaboration with
Oxford, DeepMind
and Toronto researchers
Pythonbayesian-networks | influence-diagrams
causal-learnCenter for Causal Discovery, pittsbughPythondiscovery |hidden-causal | Time Series
basic-inference | tetrad
CausalImpactGoogle, IncRBayesian time-series
EconMLMicrosoft ResearchPythonMachine Learning Based Estimation
of Heterogeneous Treatment Effects
causalnexPetuumPythonaugment model | structure learning
dowhyMicrosoft ResearchPythonDouble ML | Matching | Balancing
Synthetic control
Outcome-based Learners (e.f. X-Learner)
Dif&Dif | basic-inference
causalToolboxUniversity of CaliforniaRX-learner
showwhyMicrosoft ResearchTypeScriptno-code interfaces
The University of Texas at Austin
Rcomputer-vision | earth-observation
gCastleHuawei Noah's Ark LabPythonStructure Learning
gradient-based learning
causal-cmdCenter for Causal Discovery, pittsbughjavaCMD based | discovery
ResearchMapUCLAJSOptimal experiments | augmented models