Buckets:
1.23 GB
355 files
Updated 15 days ago
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| Name | Size | Uploaded | Xet hash |
|---|---|---|---|
| indels | 66 items | ||
| multiples_substitutions | 69 items | ||
| singles_substitutions | 217 items | ||
| .gitattributes | 2.46 kB xet | d98acd9d | |
| LICENSE | 1.13 kB xet | 0318711e | |
| README.md | 933 Bytes xet | c55d3461 |
ProteinGYM DMS Benchmark
DMS Benchmark includes three types of mutations: indels, single substitution and multiple substitutions.
Each tsv file contains all data for a single task, representing all possible mutations on a specific protein sequence. The filename corresponds to the task name. Here we use randomly cross-validation scheme, where the data for each task is randomly divided into five folds and the fold_id column indicates the fold assignment. The labels are continuous values ranging from 0 to 1, and the tasks are categorized into different functional groups. To check more dataset details, please refer to ProteinGYM paper
| Mutation Type | Num Task | Categories |
|---|---|---|
| indels | 66 | Activity, Expression, Fitness, Stability |
| substitutions | 217 | Activity, Expression, Fitness, Stability, Binding |
- Total size
- 1.23 GB
- Files
- 355
- Last updated
- Oct 27
- Pre-warmed CDN
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