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license: mit
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# Description
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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).
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# Splits
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**Structure type:** None
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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:
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- Train: 53614
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- Valid: 2512
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- Test: 12851
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#
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**length:** The number of samples
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**0:**
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- **seq:** The structure-aware sequence
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- **fitness:** fitness label of the sequence
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**1:**
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**···**
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---
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license: mit
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---
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# Description
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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).
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# Splits
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**Structure type:** None
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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:
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- Train: 53614
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- Valid: 2512
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- Test: 12851
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# Label
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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).
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