Datasets:
File size: 1,268 Bytes
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language:
- en
license: mit
pretty_name: AlphaFold Interface Coherence Baseline Mapping v0.1
dataset_name: alphafold-interface-coherence-baseline-mapping-v0.1
tags:
- clarusc64
- alphafold
- alphafold-multimer
- protein-protein-interactions
- interface-stability
task_categories:
- tabular-regression
size_categories:
- 1K<n<10K
configs:
- config_name: default
data_files:
- split: train
path: data/train.csv
- split: test
path: data/test.csv
---
## What this dataset tests
Whether a model can construct
a stable baseline map
of protein–protein interface coherence.
This is the intact coupling state.
No stress applied.
No mutation applied.
The target is the interface basin.
## Inputs
interface_residue_count
contact_density
baseline_deltaG_bind
baseline_kd_nM
contact_stability_score
hotspot_integrity_score
allosteric_cross_interface_score
## Required outputs
interface_coherence_score
signal_paths
baseline_failure_margin
## Task
Given baseline interface metrics
predict:
- interface coherence score
- cross-interface signal paths
- the failure margin before instability
## Use cases
Biologic complex design
Synthetic pathway assembly
Protein engineering QC
Baseline maps for stress testing
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