Posts by William Hicks
Data Science
Jun 05, 2025
Supercharge Tree-Based Model Inference with Forest Inference Library in NVIDIA cuML
Tree-ensemble models remain a go-to for tabular data because they're accurate, comparatively inexpensive to train, and fast. But deploying Python inference on...
11 MIN READ
Data Science
Feb 02, 2022
Real-time Serving for XGBoost, Scikit-Learn RandomForest, LightGBM, and More
The success of deep neural networks in multiple areas has prompted a great deal of thought and effort on how to deploy these models for use in real-world...
7 MIN READ