]> Piment Noir Git Repositories - freqai-strategies.git/commit
feat(quickadapter): add boosting_type with DART support to LightGBM HPO
authorJérôme Benoit <jerome.benoit@piment-noir.org>
Thu, 8 Jan 2026 15:37:22 +0000 (16:37 +0100)
committerJérôme Benoit <jerome.benoit@piment-noir.org>
Thu, 8 Jan 2026 15:37:22 +0000 (16:37 +0100)
commit96b595640ec9d07b3a800aac13030cf0fe9bfe26
tree0672dc503bef5229a9b0a9d17459757215f5c8f1
parentbc7e8b839cce8ff369235d38c77a84a8a19f0cb4
feat(quickadapter): add boosting_type with DART support to LightGBM HPO

Add boosting_type parameter allowing selection between gbdt and dart
boosting methods. When dart is selected, conditional parameters drop_rate
and skip_drop are tuned. Also widen num_leaves and min_child_samples
ranges for better exploration of the hyperparameter space.
quickadapter/user_data/strategies/Utils.py