---
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**](https://arxiv.org/abs/1906.08230). 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:**

**···**