nearly fully fleshed out now

implementation.typ

@@ -3,21 +3,47 @@
 #let notebook = json("../workdir/11_visualization/simple_run_example.ipynb")
 
 
-= Implementation
+= Adaptations
+
+
+== Central changes
+
+- profile generation taking into account halo growth rate
+
+- reading merger trees + inferring growth rates
+
+- parallel painting across multiple halo bins
+// important since the bins are more now
+
+- performance and ease of use
+// largely through vectorization -> still "native" python
+// usage of HDF5
+// solid caching mechanisms -> resume simulations, etc...
+
+// #v(5em)
+// #text(
+//   size: .7em,
+// )[
+//   (#link(<backup_validation>, "Validated"))
+// ]
+
+
 == Simplified usage
 
 #text(
-  size: .7em,
+  size: .65em,
 )[
-  #show raw: it => {
-    show regex("pin\d"): it => pin(eval(it.text.slice(3)))
-    it
-  }
-  #code-block(
-    filename: "beorn.py",
-    language: "python",
-    code_cell(notebook, cell_id: "code_for_run"),
-  )
+  #columns(2, gutter: 3pt)[
+    #show raw: it => {
+      show regex("pin\d"): it => pin(eval(it.text.slice(3)))
+      it
+    }
+    #code-block(
+      filename: "beorn.py",
+      language: "python",
+      code_cell(notebook, cell_id: "code_for_run"),
+    )
+  ]
 // #pinit-point-to(1)[Hello]
 // #pinit-point-to(2)[Hello]
 // #pinit-point-to(3)[Hello]
@@ -27,4 +53,3 @@
 ]
 
 
-#link(<backup_validation>, "Validated")