airmosaic-ai

Model families

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Choose a family, then its implemented R/Python path. Configuration and shared code remain separate from this model navigation.

Family Entry Current status
Linear regression Linear regression Python predictor; R adapter not enabled
Tree-based models Decision tree and random forest Both R and Python regression paths
Transformer software cases Table, sequence, grid and fusion Direct Python CPU synthetic helper; no real-data or run-tool adapter
Time-series models TimeXer External Python/PyTorch guidance only; no run-tool adapter

The mean baseline belongs to common evaluation and is not a model-family choice. Read contribution and causal separately. No classification, clustering, boosting or additional neural training adapter is enabled by this index.

Complete tasks and runner parameters remain in config/examples/. Registered regression examples replay manifest-listed synthetic inputs; the Transformer helper generates its own independent inputs. Their counts and caps do not prescribe scientific samples or splits. New studies require plan review. Framework API guidance lives under R/mlr3; shared calculation code keeps scripts/r/ and scripts/python/.