Merge pull request #378 from ReactiveBayes/example/LitterModel

add example: LitterModel

examples/.meta.jl

@@ -141,7 +141,23 @@ return (
             description = "In this example we create a non-conjugate model and use a nonlinear link function between variables. We show how to extend the functionality of `RxInfer` and to create a custom factor node with arbitrary message passing update rules.",
             category = :problem_specific
         ),
-        (filename = "Universal Mixtures.ipynb", title = "Universal Mixtures", description = "Universal mixture modeling.", category = :problem_specific),
-        (filename = "Tiny Benchmark.ipynb", title = "Tiny Benchmark", description = "Tiny Benchmark for Internal testing.", category = :hidden_examples)
+        (
+            filename  = "Universal Mixtures.ipynb", 
+            title = "Universal Mixtures", 
+            description = "Universal mixture modeling.",
+            category = :problem_specific
+        ),
+        (
+            filename  = "Litter Model.ipynb", 
+            title = "Litter Model", 
+            description = "Using Bayesian Inference and RxInfer to estimate daily litter events (adapted from https://learnableloop.com/posts/LitterModel_PORT.html)",
+            category = :problem_specific
+        ),
+        (
+            filename  = "Tiny Benchmark.ipynb", 
+            title = "Tiny Benchmark", 
+            description = "Tiny Benchmark for Internal testing.",
+            category = :hidden_examples
+        ),
     ]
 )

examples/Project.toml

@@ -26,3 +26,4 @@ StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
 StatsFuns = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
 Weave = "44d3d7a6-8a23-5bf8-98c5-b353f8df5ec9"
+XLSX = "fdbf4ff8-1666-58a4-91e7-1b58723a45e0"