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Browse files- .gitattributes +1 -0
- README.md +27 -0
- dataset.csv +3 -0
- metadata.json +4 -0
.gitattributes
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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dataset.csv filter=lfs diff=lfs merge=lfs -text
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README.md
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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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### Description
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This dataset contains fitness score of mutant GB1 protein.
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**Protein Format:** AA sequence
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### Splits
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traing: 119644
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valid: 14917
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test: 14800
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### Related paper
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Nicholas C Wu, Lei Dai, C Anders Olson, James O Lloyd-Smith, Ren Sun (2016) Adaptation in protein fitness landscapes is facilitated by indirect paths eLife 5:e16965
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https://doi.org/10.7554/eLife.16965
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### Label
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Label is the fitness of mutant protein. The fitness of each variant can be viewed as the fitness relative to wildtype, such that = 1.
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Therefore all labels are larger than 0, if label >1 means high fitness compare to wildtype.
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dataset.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:2f115d4eaf03b6083dcc22f7451b3ddfad41c9d8e519286c4e69b6d06db78f1c
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size 10934877
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metadata.json
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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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}
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