Back to trending
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
C++18,536 stars4,035 forksMIT
data-miningdecision-treesdistributedgbdtgbmgbrtgradient-boostingkagglelightgbmmachine-learningmicrosoftparallelpythonr
Rankings
Daily
#2402
3
Weekly
#4440
3
Monthly
#7225
2
Engagement
Total stars
Daily new stars
Embed suite
Live embeds for your README
This repository is tracked by Trending Repos. Every embed updates itself — and the badge upgrades to a medal tier the moment you crack the top 100. Set it once and forget it.
- ✓ Live star count, refreshed every 4 hours
- ✓ Medal tiers — gold, silver, bronze
- ✓ Best-ever rank, never downgrades
- ✓ Animated (respects reduced-motion)
- ✓ Free, no sign-up
The badge — your medal
Animated rank-tier badge with your live star count built in. Starts bronze, upgrades automatically the moment your repo climbs — gold at #1, silver top-3, bronze top-10. Shows your best-ever rank, permanently.
Markdown — paste into your README
[](https://trending-repos.com/repositories/lightgbm-org/LightGBM?utm_source=github&utm_medium=badge)The card — your scorecard
Compact momentum card: stars, recent velocity, a 14-day sparkline and your rank tier. The at-a-glance proof your project is moving.
Markdown — paste into your README
[](https://trending-repos.com/repositories/lightgbm-org/LightGBM?utm_source=github&utm_medium=card)The chart — your proof
A live star-growth chart that replaces static screenshots forever. Light and dark variants; GitHub picks the right one automatically with the HTML snippet.
