diff --git a/docs/make.jl b/docs/make.jl
index 0dfb5dbb..e67de41c 100644
--- a/docs/make.jl
+++ b/docs/make.jl
@@ -1,5 +1,6 @@
 using Documenter, Flux, NNlib
 
+DocMeta.setdocmeta!(Flux, :DocTestSetup, :(using Flux); recursive=true)
 makedocs(modules=[Flux, NNlib],
          doctest = true,
          sitename = "Flux",