Data & Analytics

"Register ANTsPy images and manage transform application, transform

"Use ANTsPy statistical learning and deep-learning helper utilities

"Use ANTsPy image operations for smoothing, resampling, masking,

"Combine AnnData objects in memory or on disk with concat,

"End-to-end Alpamayo R1 multimodal driving inference, sample

Router for Alpamayo R1 multimodal driving inference and trajectory sampling.

"Routes requests for ALE, partial dependence, PD variance,

"Routes Alibi users to the right explanation, confidence,

"Select and parameterize Albumentations 2D transform families,

"Save, load, replay, inspect, and reproduce Albumentations

"Integrate Albumentations with PyTorch-style datasets, tensor

"Run AiZynthFinder retrosynthesis planning and one-step expansion

"Use AIX360 TSICE, TSLime, and TSSaliency for local numeric

"Choose and operate AIX360's directly interpretable models, rule

"Use AIMET analysis, mixed precision, compression, debugging,

"Use AIF360's preferred sklearn-compatible pandas API for datasets,

"Choose and run AIF360 legacy bias mitigation algorithms with

"Use AIF360 MDSS and FACTS subgroup detectors plus metric text and

"Use IBM AI Fairness 360 for tabular fairness datasets, metrics,

"Operate ai-data-science-team SQL database querying, metadata

"Compose ai-data-science-team multi-agent workflows and understand

"Operate ai-data-science-team H2O AutoML, deterministic model

"Use ai-data-science-team single-agent pandas code generators for

"Use ai-data-science-team data/file loading helpers, direct