metadata
license: mit
configs:
- config_name: dataset
data_files: dataset.csv
Description
Stability Landscape Prediction is a regression task where each input protein x is mapped to a label y ∈ R measuring the most extreme circumstances in which protein x maintains its fold above a concentration threshold (a proxy for intrinsic stability).
Protein Format: AA sequence
Splits
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: 53614
- Valid: 2512
- Test: 12851
Label
The label is the fitness of the protein measuring the most extreme circumstances in which the protein maintains its fold above a concentration threshold (a proxy for intrinsic stability).