 Magnus Hedemark
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dc08b67203
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feat: add researched code integration references — PyTorch, sklearn, DS workflow
Three researched references validated against current API docs:
- references/pytorch-integration.md: device management, training loops,
AMP, torch.compile, transfer learning, LoRA, distillation, pruning,
DDP, debugging (validated against PyTorch 2.12 docs)
- references/sklearn-integration.md: pipelines, ColumnTransformer,
model selection, ensembles, calibration, imbalanced data, custom
estimators, feature selection (validated against sklearn 1.8.0 docs)
- references/data-science-coding-workflow.md: project structure,
config management, experiment logging (MLflow/TensorBoard/WandB),
result serialization, reproducibility, data versioning, unit testing
66/66 validation tests passing.
Closes #23
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2026-05-23 17:10:10 -04:00 |
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