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. 2022 Feb;21:100205. doi: 10.1016/j.comtox.2021.100205

Table 1.

List of available algorithms to help to assess causality.

Package Name Programming Language URL
CausalLift Python https://github.com/Minyus/causallift/
CausalML Python https://github.com/uber/causalml
DoWhy Python https://github.com/Microsoft/dowhy
EconML Python https://github.com/Microsoft/EconML
pylift Python https://github.com/wayfair/pylift
pymatch Python https://github.com/benmiroglio/pymatch
causaleffect R https://cran.r-project.org/web/packages/causaleffect/
causalGAM R https://cran.r-project.org/web/packages/CausalGAM/
dagitty R https://cran.r-project.org/web/packages/dagitty/
ggdag R https://cran.r-project.org/web/packages/ggdag/
mediation R https://cran.r-project.org/web/packages/mediation/
pcalg R https://cran.r-project.org/web/packages/pcalg/
uplift R https://cran.r-project.org/web/packages/uplift/