diff --git a/B/BeliefPropagation/Compat.toml b/B/BeliefPropagation/Compat.toml
new file mode 100644
index 000000000000000..7e8edabd4db0360
--- /dev/null
+++ b/B/BeliefPropagation/Compat.toml
@@ -0,0 +1,15 @@
+[0]
+BlockArrays = "0.16"
+CavityTools = ["0.2.3-0.3", "1"]
+ForwardDiff = "0.10"
+Graphs = "1.9.0-1"
+IndexedFactorGraphs = "0.1.2-0.1"
+IndexedGraphs = "0.4.1-0.6"
+InvertedIndices = "1.3.0-1"
+LinearAlgebra = "1.9.0-1"
+LogExpFunctions = "0.3"
+Random = "1.9.0-1"
+SparseArrays = "1.9.0-1"
+Statistics = "1.9.0-1"
+Test = "1.9.0-1"
+julia = "1.9.0-1"
diff --git a/B/BeliefPropagation/Deps.toml b/B/BeliefPropagation/Deps.toml
new file mode 100644
index 000000000000000..9668993291f8749
--- /dev/null
+++ b/B/BeliefPropagation/Deps.toml
@@ -0,0 +1,14 @@
+[0]
+BlockArrays = "8e7c35d0-a365-5155-bbbb-fb81a777f24e"
+CavityTools = "217fe2f1-7e3d-419f-9934-cd6900c2759a"
+ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+Graphs = "86223c79-3864-5bf0-83f7-82e725a168b6"
+IndexedFactorGraphs = "edf0a622-c16b-410a-a162-e53dc16a76ae"
+IndexedGraphs = "8a731c18-cfb7-4915-927e-cc26b56b67cd"
+InvertedIndices = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
+LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+LogExpFunctions = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
+Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
diff --git a/B/BeliefPropagation/Package.toml b/B/BeliefPropagation/Package.toml
new file mode 100644
index 000000000000000..901be936f262727
--- /dev/null
+++ b/B/BeliefPropagation/Package.toml
@@ -0,0 +1,3 @@
+name = "BeliefPropagation"
+uuid = "f47dce41-c8ad-4b69-b8b4-f2a36c7ebdf8"
+repo = "https://github.com/stecrotti/BeliefPropagation.jl.git"
diff --git a/B/BeliefPropagation/Versions.toml b/B/BeliefPropagation/Versions.toml
new file mode 100644
index 000000000000000..13775c6ed8f8a8a
--- /dev/null
+++ b/B/BeliefPropagation/Versions.toml
@@ -0,0 +1,2 @@
+["0.1.0"]
+git-tree-sha1 = "1bd4900dee137bed5941bf2c9de948988508d138"
diff --git a/Registry.toml b/Registry.toml
index 130060672999adf..8259b68b5e28445 100644
--- a/Registry.toml
+++ b/Registry.toml
@@ -11001,6 +11001,7 @@ f469b0c9-c763-5b61-b20e-7fa8370129c5 = { name = "FLEXPART_jll", path = "jll/F/FL
 f46a0e2b-0ed0-5677-a4b9-4be52fead4dc = { name = "MFrontInterface", path = "M/MFrontInterface" }
 f47576e5-af05-5f64-9973-822c23b8e01f = { name = "FixYourWorkaround", path = "F/FixYourWorkaround" }
 f4798e02-a7e0-47f5-a571-12dd775704d3 = { name = "MRFingerprintingRecon", path = "M/MRFingerprintingRecon" }
+f47dce41-c8ad-4b69-b8b4-f2a36c7ebdf8 = { name = "BeliefPropagation", path = "B/BeliefPropagation" }
 f4800d5f-c5aa-4b4c-a966-fa01325904ff = { name = "PrivateFields", path = "P/PrivateFields" }
 f4818a02-fb31-488d-84ee-227add8f92b8 = { name = "RBMsAnnealedImportanceSampling", path = "R/RBMsAnnealedImportanceSampling" }
 f489334b-da3d-4c2e-b8f0-e476e12c162b = { name = "StyledStrings", path = "S/StyledStrings" }