signaturization.md

@@ -12,8 +12,11 @@ The central type of data are the signatures (one numerical vector per molecule),
 Besides, there are other (auxiliary) types of data that may be of interest. The asterisk `*` denotes correspondence with signatures type `0`-`3`. 
 
 * `sims*` [Similarity vectors](#similarity-vectors): Full similarities stored as light `int8` data. Each molecule receives one such similarity vector per dataset. They may be observed (`_obs`) or predicted (`_prd`) similarities. These signatures are [only applicable to exemplary datasets](production-phase). Currently, we only keep `sims1`.
-* `neig*` [Nearest neighbors](#nearest-neighbors): . Currently, we consider the 1000-nearest neighbors, which is more than sufficient in any realistic scenario. For now, we only keep `neig1`.
-* `nprd*` [Predicted nearest neighbors](#predicted-nearest-neighbors)
+* `neig*` [Nearest neighbors](#nearest-neighbors): XXXX. Currently, we consider the 1000-nearest neighbors, which is more than sufficient in any realistic scenario. For now, we only keep `neig1`.
+* `nprd*` [Predicted nearest neighbors](#predicted-nearest-neighbors): XXXX
+* `clus*` [Clusters](#clusters): XXXX
+* `proj*` [2D Projections](#2d-projections): XXX
+
 
 I consider the numbering `0`-`3` to be conceptually closed. However, further auxiliary data types may be introduced in the future. Note that all names have a 4-character code followed by a digit. Future data should stick to this nomenclature.
 
@@ -23,17 +26,23 @@ I consider the numbering `0`-`3` to be conceptually closed. However, further aux
 
 I suggest that
 
-## `sign0` Signatures type 0
+## Signatures type 0
+
+## Signatures type 1
+
+## Signatures type 2
+
+## Signatures type 3
 
-## `sign1` Signatures type 1
+## Similarity vectors
 
-## `sign2` Signatures type 2
+## Nearest neighbors
 
-## `sign3` Signatures type 3
+## Predicted nearest neighbors
 
-## `sims*` Similarity vectors `sims*`
+## Clusters
 
-## `neig*` Nearest neighbors and `nprd*` predicted nearest neighbors
+## 2D projections
 
 Below, I list an schematic proposal of the classes: