ICML2022/ProteinGym
ProteinGym benchmarks overview ProteinGym is an extensive set of Deep Mutational Scanning (DMS) assays curated to enable thorough comparisons of various mutation effect predictors indifferent regimes. It is comprised of two benchmarks: 1) a substitution benchmark which consists of the experimental characterisation of ∼1.5M missense variants across 87 DMS assays 2) an indel benchmark that includes ∼300k mutants across 7 DMS assays. Each processed file in each benchmark… See the full description on the dataset page: https://huggingface.co/datasets/ICML2022/ProteinGym.
| Author / organization | ICML2022 |
|---|---|
| Downloads | 559 (as reported by Hugging Face) |
| Likes | 12 |
| Created | 28 July 2022 |
| Last updated at source | 29 July 2022 |
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- 16 Oct 2026 Description: ProteinGym benchmarks overview ProteinGym is an extensive set of Deep Mutational Scanning (DMS) assays curated to enable thorough comparisons of various mutation effect predictors indifferent regimes. It is comprised of two benchmarks: 1) a → ProteinGym benchmarks overview ProteinGym is an extensive set of Deep Mutational Scanning (DMS) assays curated to enable thorough comparisons of various mutation effect predictors indifferent regimes. It is comprised of two benchmarks: 1) a
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