revisit tutorial

Author: CarloLucibello

GNNGraphs/docs/src/guides/temporalgraph.md

@@ -56,6 +56,7 @@ TemporalSnapshotsGNNGraph:
   num_edges: [32, 30, 34]
   num_snapshots: 3
 ``` 
+
 ## Indexing
 
 Snapshots in a temporal graph can be accessed using indexing:
@@ -85,6 +86,7 @@ GNNGraph:
   num_nodes: 10
   num_edges: 16
 ```
+
 ## Iteration and Broadcasting
 
 Iteration and broadcasting over a temporal graph is similar to that of a vector of snapshots:

GraphNeuralNetworks/docs/Project.toml

@@ -10,6 +10,7 @@ GraphMakie = "1ecd5474-83a3-4783-bb4f-06765db800d2"
 GraphNeuralNetworks = "cffab07f-9bc2-4db1-8861-388f63bf7694"
 Graphs = "86223c79-3864-5bf0-83f7-82e725a168b6"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+Literate = "98b081ad-f1c9-55d3-8b20-4c87d4299306"
 MLDatasets = "eb30cadb-4394-5ae3-aed4-317e484a6458"
 Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 PlutoStaticHTML = "359b1769-a58e-495b-9770-312e911026ad"
@@ -19,3 +20,6 @@ SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 TSne = "24678dba-d5e9-5843-a4c6-250288b04835"
 cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd"
+
+[compat]
+Literate = "2.20"

GraphNeuralNetworks/docs/make_tutorials_literate.jl

@@ -0,0 +1,6 @@
+using Literate
+
+ENV["DATADEPS_ALWAYS_ACCEPT"] = true
+
+Literate.markdown("src_tutorials/introductory_tutorials/temporal_graph_classification.jl", 
+                  "src/tutorials/"; execute = true)

GraphNeuralNetworks/docs/make_tutorials_pluto.jl

@@ -22,14 +22,14 @@ build_notebooks(bopt,
 move_tutorials("src_tutorials/introductory_tutorials/", "src/tutorials/")
 
 # Build temporal tutorials
-bopt_temp = BuildOptions("src_tutorials/temporalconv_tutorials/";
+bopt_temp = BuildOptions("src_tutorials/";
     output_format = documenter_output, use_distributed = false)
 
 build_notebooks(
     BuildOptions(bopt_temp;
         output_format = documenter_output),
-    ["temporal_graph_classification_pluto.jl", "traffic_prediction.jl"],
+    ["traffic_prediction.jl"],
     OutputOptions()
 )
 
-move_tutorials("src_tutorials/temporalconv_tutorials/", "src/tutorials/")
+move_tutorials("src_tutorials/", "src/tutorials/")