LightGBM Tracking Issue #6337
Description
This work items is intended to track LightGBM related improvements to ML.NET.
Work Items
- Upgrade version of LightGBM #6500
- Load LightGBM models API #6501
- Retrain LightGBM models API #6502
- Inference LigthGBM models API #6503
Related Issues
Upgrade version
Load LightGBM model
- [ML.Net, c#] LightGBM re-training and Importing LightGBM CLI/MPI model #6328
- Support loading lightgbm model from a file #6296
Retrain LightGBM model
Expose additional parameters / functionality
- Monotone_constraints in LightGbm #1651
- PR closed providing monotonic support Monotone constraint support for LightGBM #2330
- LightGBM Random Forest #1992
- Need to support Poisson, Gamma, and Tweedie regressions from LightGbm #1997
Bugs
- Predictions of converted LightGbm ONNX model completely mismatched ML.Net equivalent #5549
- LightGBM - repeating "bad allocation" warning during trial #6426