metadata
license: mit
Description
Fluorescence prediction is a regression task where each input protein x is mapped to a label y ∈ R, corresponding to the log-fluorescence intensity of x.
Splits
Structure type: None
The dataset is from Evaluating Protein Transfer Learning with TAPE. We follow the original data splits, with the number of training, validation and test set shown below:
- Train: 20963
- Valid: 5235
- Test: 25517
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:
···