tabbiomed-neurips2026 commited on
Commit
7a39be5
·
verified ·
1 Parent(s): e070469

Add metadata.json

Browse files
Files changed (1) hide show
  1. metadata.json +14 -0
metadata.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "READY": true,
3
+ "name": "true_melting_point",
4
+ "task": "regression",
5
+ "cat_idx": [],
6
+ "num_samples": 12144,
7
+ "num_features": 480,
8
+ "description": "Sequence-level regression task predicting the melting temperature of proteins. Data originates from the Thermostability Atlas, compiled via a mass spectrometry-based proteomic approach. Splits follow the 'mixed' strategy from FLIP: sequences are clustered at 20% identity, with 80% of clusters assigned to train and 20% to test, avoiding over-emphasis of large clusters. Features are mean-pooled ESM-2 (esm2_t12_35M_UR50D) sequence embeddings.",
9
+ "source": "InstaDeepAI/true-cds-protein-tasks (Hugging Face). Original data from the Thermostability Atlas (mass spectrometry-based proteomics). Splits follow the 'mixed' split strategy from FLIP: sequences clustered at 20% identity, 80% of clusters assigned to train and 20% to test.",
10
+ "label": "Proteomics",
11
+ "sub_labels": [
12
+ "CDS-seq"
13
+ ]
14
+ }