Data & Analytics

"Build and troubleshoot Mesa discrete and experimental continuous

"Build and run Mesa core models with agents, activation, time

"Collect Mesa experiment data, run scenario sweeps, and use

"Use Mesa for agent-based simulation models, spatial ABM

"Guide MedSegDiff medical-image segmentation workflows for dataset

"Load, inspect, and validate MedMNIST 2D and 3D datasets from local

"Use MedMNIST for standardized 2D and 3D biomedical image dataset

"Prepare, inspect, and smoke-test MedicalZooPytorch dataset

"Prepare Medical-SAM-Adapter data, checkpoints, and CUDA

"Use Medical-SAM-Adapter to prepare medical segmentation inputs,

"Route and supervise clinical, biomedical, omics, imaging,

"Guides Mask_RCNN training, fine-tuning, weights, checkpoints,

"Routes Mask_RCNN core API, Config, Dataset, MaskRCNN, utility,

"Guides Matterport Mask_RCNN package workflows for instance

"Guides agents through MapTR online vectorized HD-map workflows,

"Build and troubleshoot ManimML statistical, probability,

"Use this operating sub-skill to create, adapt, and troubleshoot

"Use Lux's Pandas-integrated DataFrame and Series intent workflow

"Configure Lux display, plotting, sampling, custom recommendation

"Use Lux/Lux API for Pandas-integrated visual exploratory data

"Converts and merges Luminoth object-detection datasets, validates

"Manage Luminoth checkpoint indexes, remote downloads, local

"Routes Luminoth object-detection dataset, training, prediction,

"Guides agents running Ludwig train, experiment, check_install,