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17 changes: 16 additions & 1 deletion panelsplit/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -42,6 +42,21 @@

### `panelsplit.plot`
- Visualize time series splits easily.

### `panelsplit.model_selection`
- **Hyperparameter tuning:** Provides GridSearch and RandomizedSearch classes for optimizing model parameters using panel data cross-validation.
- **Efficient search:** Supports parallel processing and integrates with panelsplit's cross-validation framework.

### `panelsplit.metrics`
- **Scoring functions:** Offers a range of metrics for evaluating model performance on panel data.
- **Sequential CV scorers:** Specialized scorers designed for sequential cross-validation splits.
"""

__all__ = ["application", "cross_validation", "pipeline", "plot"]
__all__ = [
"application",
"cross_validation",
"metrics",
"model_selection",
"pipeline",
"plot",
]
3 changes: 3 additions & 0 deletions pyproject.toml
Original file line number Diff line number Diff line change
Expand Up @@ -64,6 +64,9 @@ build-backend = "hatchling.build"
source = "vcs" # derive version from Git tags
write-to = "panelsplit/_version.py"

[tool.hatch.version.raw-options]
local_scheme = "no-local-version"

# Package data configuration for hatchling
[tool.hatch.build.targets.wheel]
packages = ["panelsplit"]
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