synchronization
han-swarm-synchronization-behavior-dataset-v1
Humanoid Swarm Synchronization Behavior Dataset
This dataset models collective synchronization
across multiple humanoid agents
executing cooperative tasks.
It includes timing offsets,
collective state embeddings,
phase alignment metrics,
and synchronization drift signals.
Objective
To support swarm harmony modeling
and large-scale coordination stability.
Data Fields
swarm_id
node_id
collective_state_vector
timing_offset_ms
phase_alignment_score
drift_index… See the full description on the dataset page: https://huggingface.co/datasets/achiepatricia/han-swarm-synchronization-behavior-dataset-v1.ABX-RM-004_porin_loss_synchronization-v0.1ABX-RM-004 Porin Loss Synchronization
Purpose
Detect a coordinated shift toward low porin states across the population before MIC shifts.
Core pattern
low_porin_frac rises
porin_cv drops
permeability_index_rel drops
mic_cefepime_mg_L stays near baseline during the shift
mic_cefepime_mg_L rises later
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within strain series.
Required columns
row_id
series_id
timepoint_h
organism
strain_id
porin_marker… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-RM-004_porin_loss_synchronization-v0.1.humanoid-swarm-synchronization-datasethan-network-latency-synchronization-dataset-v1
Humanoid Network Latency & Synchronization Dataset
This dataset models communication delays,
message integrity,
and synchronization states
between distributed humanoid agents.
It captures latency variation patterns,
packet reliability metrics,
and consensus delay outcomes.
Objective
To optimize real-time coordination
and reduce synchronization failures
within Humanoid Network.
Data Fields
node_id
peer_node_id
message_type
latency_ms
packet_loss_rate
sync_state… See the full description on the dataset page: https://huggingface.co/datasets/achiepatricia/han-network-latency-synchronization-dataset-v1.han-collaborative-task-synchronization-dataset-v1
Humanoid Collaborative Task Synchronization Dataset
This dataset models task synchronization
between multiple humanoid agents
working on shared missions.
It captures timing alignment, dependency chains,
synchronization delays, and coordination quality.
Objective
To optimize real-time collaboration
and reduce inter-agent latency
in distributed mission environments.
Data Fields
sync_event_id
mission_id
participating_agent_ids
task_dependency_graph… See the full description on the dataset page: https://huggingface.co/datasets/achiepatricia/han-collaborative-task-synchronization-dataset-v1.ABX-RM-008_persister_cell_synchronization-v0.1ABX-RM-008 Persister Cell Synchronization
Purpose
Detect coordinated rises in persister fraction that coincide with kill curve plateaus while MIC stays stable.
Core pattern
persister_frac crosses a wave threshold and stays elevated
kill_log10 gain collapses to a plateau
mic_drug_mg_L stays near baseline
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within strain series.
Required columns
row_id
series_id
timepoint_h
organism
strain_id
drug_name… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-RM-008_persister_cell_synchronization-v0.1.