Replace xgboost

.github/workflows/tests.yml

@@ -32,7 +32,7 @@ jobs:
           python-version: ${{ matrix.python-version }}
 
       - name: Install project
-        run: uv sync --locked
+        run: uv sync --locked --extra train --extra scenarios
 
       - name: Run tests
         run: uv run pytest

.gitignore

@@ -40,16 +40,28 @@ uv.lock
 # Training outputs
 output/
 scripts/output/
+*logs/
+wandb/
 
 # Model training artifacts (regenerable; shipped copies live in src/estimint/data/)
 models/**/*.parquet
 models/**/*.pkl
 models/**/*.model
 models/**/plots/
+
 models/**/metrics/
 
 # Test / coverage
 .coverage
 .coverage.*
 htmlcov/
 .pytest_cache/
+train_outputs/
+outputs/
+*.out
+test.ipynb
+artifacts/
+datasets/
+# Miscellaneous
+*.log
+slurm.sh