datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
clinical-pathological-basin-constraint-mapping-v0.1What this dataset tests
What constraints keep a pathological basin stable.
Not just featuresExit barriers.
Required outputs
basin constraints
type and strength
leverage points
minimal constraint break set
measurement plan
Use case
First layer of the Therapeutic Niche Construction Kit.
clinical-patient-manifold-construction-and-basin-mapping-v0.1What this dataset tests
Whether a system can place patients onto a continuous disease manifold.
And identify basins with invariant feature sets.
This is not subtype labeling.
It is basin mapping.
Required outputs
patient_manifold_coordinates
basin_assignment
basin_confidence_score
basin_boundary_flags
invariant_feature_set
Basin boundary flags
near_boundary yesMixed features.
Potential cross-basin transitions.
High risk of response heterogeneity in trials.
Use case
Clinical trial… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-patient-manifold-construction-and-basin-mapping-v0.1.clinical-intervention-induced-basin-shift-mapping-v0.1What this dataset tests
Whether an intervention produces a real basin shiftor only a temporary perturbation.
Required outputs
pre basin signature
post basin signature
transition pathway summary
coherence gain evidence
shift class
relapse watchouts
Shift classes
no shift
partial shift
sustained shift
negative shift
Use case
Atlas layer for basin transition therapy planningand adaptive pathway navigation.
clinical-latent-basin-directionality-mapping-v0.1What this dataset tests
Whether an intelligence system can inferwhich disease basin a patient is drifting towardfrom weak, pre-syndromic signals.
Required outputs
candidate basin vectors
basin pull strength
basin competition index
direction confidence
decisive features
earliest direction timestamp
Use case
Second layer of the Latent Syndrome Recognition Grid.
climate-regenerative-basin-gradient-mapping-v0.1What this dataset tests
Map pathways from extractive or decoupling trajectoriestoward regenerative climate–society basins.
Required outputs
current trajectory
regenerative gradient strength
ranked leverage points
projected coherence gain
tradeoffs
monitoring indicators
Use case
Third layer of the Socio-Ecological Coupling Coherence Benchmarks.