bootstrap kfold - #133
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bootstrap kfold#133
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Copilot review overview
🟡 Changes recommended
Unresolved validation, checkpoint, inference, and GPU memory issues remain.
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Review effort: Lite
Findings: 2
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What changed in this PR
Adds K-fold cross-validation and bootstrap ensemble training/inference support.
Changes:
- Implements K-fold and bootstrap strategies.
- Adds schemas, runtime validation, exports, and example configurations.
- Supports model selection, checkpointing, and ensemble inference.
| File | Description |
|---|---|
xanesnet/strategies/kfold.py |
K-fold training, model selection, and inference |
xanesnet/strategies/bootstrap.py |
Bootstrap ensemble implementation |
xanesnet/strategies/__init__.py |
Exports KFold |
xanesnet/serialization/runtime_contracts.py |
Runtime validation for inferencers |
xanesnet/schemas/strategies/strategy_types.schema.yaml |
Shared strategy schema types |
xanesnet/schemas/strategies/strategies.schema.yaml |
Strategy schema registration |
xanesnet/schemas/strategies/kfold.schema.yaml |
K-fold configuration schema |
xanesnet/schemas/strategies/bootstrap.schema.yaml |
Bootstrap configuration schema |
configs/mlp_kfold.yaml |
K-fold example configuration |
configs/mlp_bootstrap.yaml |
Bootstrap training example |
configs/mlp_bootstrap_infer.yaml |
Bootstrap inference example |
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