Datasets:

ClarusC64
/

alphafold-interface-coherence-baseline-mapping-v0.1

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