datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
spartina-ai-eco-evolution-data
Spartina AI eco-evolutionary reanalysis
Code repository: github.com/ydchen0806/spartina-ai-eco-evolution
Reproducible code, derived tables and audit figures for the Spartina alterniflora aerial-observation project. The release reconstructs the available 2014–2021 patch-record analysis and audits the recovered 2014–2020 environment–growth simulation archive.
Active manuscript and validation pilot
The full working manuscript is available as
editable DOCX and
PDF. It… See the full description on the dataset page: https://huggingface.co/datasets/cyd0806/spartina-ai-eco-evolution-data.Evolutionary
Evolutionary MSA Data
This repository contains precomputed evolutionary sequence-alignment data in an archive format that is practical to host and download from the Hub. The original file paths are preserved inside the tar shard, while metadata.csv gives a searchable index of every file.
The dataset is meant for workflows that need ready-to-use MSA/cache files without rebuilding them from sequence databases.
Contents
Component
Files
Size
msa_cache/
134,898… See the full description on the dataset page: https://huggingface.co/datasets/LiteFold/Evolutionary.clinical-multidoctor-hypothesis-field-evolution-mapping-v0.1What this dataset tests
Whether a model can track the evolution of diagnostic hypothesesacross a multi-doctor dialogue.
Required outputs
hypothesis_timeline
support_shift_events
eliminated_hypotheses
Typical failures
collapsing to final diagnosis only
ignoring rejected hypotheses
missing why support changed
Suggested prompt wrapper
System
You map the diagnostic hypothesis field.
User
Dialogue turn{dialogue_turn}
Speaker{speaker_role}
Utterance{utterance_summary}
Return… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-multidoctor-hypothesis-field-evolution-mapping-v0.1.legal-doctrine-evolution-coherence-trajectory-v0.1What this dataset is
You receive
doctrine state at t
transition signals
doctrine state at t+1
split or exception signals
workability or legitimacy signals
reform pressure signals
You decide
Is the doctrine evolution stable
Answer
coherent
or
incoherent
Why this matters
Incoherent trajectories predict
overruling events
doctrinal collapse
rapid rule change
institutional instability
AI_Evolution_DatasetMobile_Phone_Evolution_Datasetnintendo_gadgets_evolutionplaystation_gadgets_evolutionQubit_Evolutionxbox_gadgets_evolutionComputer_Evolution_Datasetshoe_evolution_datasetgrouped_by_reading_ability_evolutionbag_evolution_datasethat_evolution_dataset