ML Builds

Pre-built shared libraries for machine learning

Library	Linux	Mac	Windows	Assets	Notes
Bling Fire	✓	✓	✓	View
Faiss	✓	✓	n/a	View
Interpret	✓	✓	✓	View
LIBMF	✓	✓	✓	View	Fork, OpenMP disabled
Multicore t-SNE	✓	✓	✓	View
NGT	✓	✓	n/a	View
SCS	✓	✓		View
ThunderSVM	✓	✓	✓	View
XGBoost	✓	✓	✓	View	OpenMP disabled (Windows)
xLearn	✓	✓	✓	View

View the build scripts

Some projects include shared libraries as part of their releases:

• LibTorch
• LightGBM
• ONNX Runtime
• OR-Tools
• OSQP

Details

For portability:

• Linux libraries are built with -march=x86-64 (when possible) and older glibc (todo: build with much older)
• Mac libraries are built with -march=nehalem (same as Homebrew) and MACOSX_DEPLOYMENT_TARGET=10.13

Reference

Other notes:

• Windows libraries are built with -A x64
• Mac libraries that use OpenMP require brew install libomp (Faiss, NGT, ThunderSVM, XGBoost)