SaProtHub/Dataset-RASH_HUMAN
Description This dataset contains signle site mutation of protein RASH_HUMAN and the correspond mutation effect score from deep mutation scanning experiment. Protein Format: AA sequence Splits traing: 2479 valid: 338 test: 317 Related paper The dataset is from Deep generative models of genetic variation capture the effects of mutations. Label Label means mutation effect score of each protein based on deep mutation scanning experiment… See the full description on the dataset page: https://huggingface.co/datasets/SaProtHub/Dataset-RASH_HUMAN.
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1---2license: mit3configs:4- config_name: dataset5 data_files: "dataset.csv"6---7 8### Description9This dataset contains signle site mutation of protein RASH_HUMAN and the correspond mutation effect score from deep mutation scanning experiment.10 11 12**Protein Format:** AA sequence 13 14### Splits15traing: 247916 17valid: 33818 19test: 31720 21### Related paper 22The dataset is from [Deep generative models of genetic variation capture the effects of mutations](https://www.nature.com/articles/s41592-018-0138-4).23 24### Label25Label 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.26