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  1. README.md +25 -0
  2. dataset.csv +0 -0
  3. metadata.json +4 -0
README.md ADDED
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+ ---
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+ license: mit
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+ configs:
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+ - config_name: dataset
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+ data_files: "dataset.csv"
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+ ---
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+
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+ ### Description
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+ This dataset contains signle site mutation of protein RASH_HUMAN and the correspond mutation effect score from deep mutation scanning experiment.
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+ **Protein Format:** AA sequence
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+
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+ ### Splits
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+ traing: 2479
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+
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+ valid: 338
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+
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+ test: 317
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+
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+ ### Related paper
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+ The dataset is from [Deep generative models of genetic variation capture the effects of mutations](https://www.nature.com/articles/s41592-018-0138-4).
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+ ### Label
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+ Label means mutation effect score of each protein based on deep mutation scanning experiment, ranging from minus infinity to positive infinity where 0 is value of wildtype, larger means higher fitness.
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+ {
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+ "training_task_type": "Protein-level Regression",
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+ "training_data_type": "AA"
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+ }