perpetual-ml/perpetual

perpetual

✅ Recently maintained

Perpetual is a high-performance gradient boosting machine. It delivers optimal accuracy in a single run without complex tuning through a simple budget parameter. It features out-of-the-box support for causal ML, continual learning, native calibration, and robust drift monitoring, along with Rust core and zero-copy bindings for Python and R

716Stars
42Forks
+27-day stars

Rust · Apache-2.0 · Last push 2026-10-24

Official repository & installation ↗

GitValue · Value evidence

Unscored · Evidence coverage 0%

Provisional rubric; documentation and runtime testing are separate. Missing evidence does not imply low value.

Star history

2025-09-292026-11-03
View historical data
DateStars
2026-10-05709
2026-10-06709
2026-10-07709
2026-10-08709
2026-10-09709
2026-10-10709
2026-10-11709
2026-10-12710
2026-10-13710
2026-10-14711
2026-10-15711
2026-10-16712
2026-10-17712
2026-10-18712
2026-10-19713
2026-10-20714
2026-10-21714
2026-10-22714
2026-10-23714
2026-10-24714
2026-10-25714
2026-10-26714
2026-10-27715
2026-10-28715
2026-10-29715
2026-10-30715
2026-10-31715
2026-11-01715
2026-11-02716
2026-11-03716

Get the project

git clone https://github.com/perpetual-ml/perpetual.git

Cloning downloads the source. For dependencies and installation, follow the project README.

Related projects & alternative candidates

Related domains do not imply feature parity. Review official documentation and licenses.