diff --git a/E/ExplicitFluxLayers/Compat.toml b/E/ExplicitFluxLayers/Compat.toml
new file mode 100644
index 000000000000000..47ef217921c77c1
--- /dev/null
+++ b/E/ExplicitFluxLayers/Compat.toml
@@ -0,0 +1,8 @@
+[0]
+CUDA = "3"
+ChainRulesCore = "1"
+Flux = "0.12"
+NNlib = "0.8"
+NNlibCUDA = "0.2"
+Setfield = "0.8"
+julia = "1"
diff --git a/E/ExplicitFluxLayers/Deps.toml b/E/ExplicitFluxLayers/Deps.toml
new file mode 100644
index 000000000000000..67305dea2d94abb
--- /dev/null
+++ b/E/ExplicitFluxLayers/Deps.toml
@@ -0,0 +1,9 @@
+[0]
+CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
+ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
+NNlib = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
+NNlibCUDA = "a00861dc-f156-4864-bf3c-e6376f28a68d"
+Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+Setfield = "efcf1570-3423-57d1-acb7-fd33fddbac46"
+Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
diff --git a/E/ExplicitFluxLayers/Package.toml b/E/ExplicitFluxLayers/Package.toml
new file mode 100644
index 000000000000000..fe3c5c66aae4afe
--- /dev/null
+++ b/E/ExplicitFluxLayers/Package.toml
@@ -0,0 +1,3 @@
+name = "ExplicitFluxLayers"
+uuid = "aafdbc67-5cd5-409a-82a0-ebc47ac8091e"
+repo = "https://github.com/avik-pal/ExplicitFluxLayers.jl.git"
diff --git a/E/ExplicitFluxLayers/Versions.toml b/E/ExplicitFluxLayers/Versions.toml
new file mode 100644
index 000000000000000..e262901032a848e
--- /dev/null
+++ b/E/ExplicitFluxLayers/Versions.toml
@@ -0,0 +1,2 @@
+["0.1.0"]
+git-tree-sha1 = "ce7aadcd5e4f22819a143f00445a3ebfff6369ec"
diff --git a/Registry.toml b/Registry.toml
index 28d52bf9fd46467..ca924915ddab378 100644
--- a/Registry.toml
+++ b/Registry.toml
@@ -4951,6 +4951,7 @@ aae7a2af-3d4f-5e19-a356-7da93b79d9d0 = { name = "DiffEqFlux", path = "D/DiffEqFl
 aaee30c5-7b57-4441-b61a-ab7186f11903 = { name = "TcpInstruments", path = "T/TcpInstruments" }
 aaf54ef3-cdf8-58ed-94cc-d582ad619b94 = { name = "DistributedArrays", path = "D/DistributedArrays" }
 aafaddc9-749c-510e-ac4f-586e18779b91 = { name = "CatIndices", path = "C/CatIndices" }
+aafdbc67-5cd5-409a-82a0-ebc47ac8091e = { name = "ExplicitFluxLayers", path = "E/ExplicitFluxLayers" }
 ab02a1b2-a7df-11e8-156e-fb1833f50b87 = { name = "TableOperations", path = "T/TableOperations" }
 ab0dad50-ab19-448c-b796-13553ec8b2d3 = { name = "OpticalFlowUtils", path = "O/OpticalFlowUtils" }
 ab1a18e7-b408-4913-896c-624bb82ed7f4 = { name = "UnixTimes", path = "U/UnixTimes" }