Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
### Description
|
| 2 |
+
This dataset contains signle site mutation of protein AsCas12f amino acid sequence and the correspond mutation effect score from a deep mutation scanning experiment.
|
| 3 |
+
|
| 4 |
+
### Splits
|
| 5 |
+
traing: 6306
|
| 6 |
+
|
| 7 |
+
valid: 801
|
| 8 |
+
|
| 9 |
+
test: 834
|
| 10 |
+
|
| 11 |
+
### Related paper
|
| 12 |
+
The dataset is from [Deep generative models of genetic variation capture the effects of mutations](https://www.nature.com/articles/s41592-018-0138-4).
|
| 13 |
+
|
| 14 |
+
### Label
|
| 15 |
+
Label means fitness score of each mutant amino acid sequence based on a deep mutation scanning experiment.
|
| 16 |
+
The value of wildtype mutant is 1, larger value means higher fitness.
|