pythonlightgbmpolarspyarrowafter-work
LightGBM 4.7: native Polars and PyArrow in the sklearn API
LightGBM v4.7.0 lets the sklearn API take Polars and PyArrow Table inputs natively—an after-work path into the modern tabular stack without a pandas-only bottleneck.