diff --git a/src/Flux.jl b/src/Flux.jl
index ff78593f..acefff19 100644
--- a/src/Flux.jl
+++ b/src/Flux.jl
@@ -31,4 +31,6 @@ include("layers/normalisation.jl")
 
 include("data/Data.jl")
 
+include("batches/Batches.jl")
+
 end # module
diff --git a/src/batches/Batches.jl b/src/batches/Batches.jl
new file mode 100644
index 00000000..066f4d1c
--- /dev/null
+++ b/src/batches/Batches.jl
@@ -0,0 +1,7 @@
+module Batches
+
+import ..Flux
+
+include("batch.jl")
+
+end
diff --git a/src/batches/batch.jl b/src/batches/batch.jl
new file mode 100644
index 00000000..5a2eb82e
--- /dev/null
+++ b/src/batches/batch.jl
@@ -0,0 +1,8 @@
+struct Batch{T,A,M}
+  data::A
+  mask::M
+end
+
+Batch{T}(data, mask) where T = Batch{T,typeof(data),typeof(mask)}(data, mask)
+
+Batch(xs) = Batch{typeof(first(xs))}(Flux.batch(xs),trues(length(xs)))