metadata
license: mit
Description
AAV Prediction is a regression task where each input protein x is mapped to a label y ∈ R measuring the fitness score.
Splits
Structure type: None
The dataset is from FLIP: Benchmark tasks in fitness landscape inferencefor proteins. We follow the original data splits from the "2-vs-rest" branch, with the number of training, validation and test set shown below:
- Train: 22246
- Valid: 2462
- Test: 50432
Data format
We organize all data in LMDB format. The architecture of the databse is like:
length: The number of samples
0:
- seq: The structure-aware sequence
- fitness: fitness label of the sequence
1:
···