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#lightgbm (7 Repositories)

Ranked open-source repositories tagged with #lightgbm, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

20.9%

Avg Review Latency

0.6h

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7 repositories tagged #lightgbm

A TierScala 5.2k

microsoft/SynapseML

Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark

71.7%
Merge Rate
<1h
First Review
60%
1st-Timers
5
Maintainers
B TierPython 1.3k

Nixtla/mlforecast

Scalable machine 🤖 learning for time series forecasting.

44.4%
Merge Rate
<1h
First Review
50%
1st-Timers
6
Maintainers
B TierC++ 18.7k

lightgbm-org/LightGBM

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.

30.4%
Merge Rate
4h
First Review
0%
1st-Timers
11
Maintainers
D TierPython 556

qusong0627/QuantMind

QuantMind(量化大脑)开源版是一款面向个人开发者与投研团队的 AI 原生多市场量化交易平台。深度集成微软 Qlib、RD-Agent 因子演化与 TradingAgents 多智能体投研,提供从 300+ 维因子挖掘、13 种机器学习与深度学习模型工场、Optuna 自动调参、Qlib 高性能回测、截面批量推理、7x24 实时舆情情绪分析,到通达信深度联动(板块推送/预警雷达/闪电下单)与实盘模拟交易的完整闭环。全面支持 A股、港股、美股、期货及区块链。系统采用 Docker Compose 一键私有化部署,数据与模型完全本地化,保障策略隐私,功能零门槛无限制。

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 3.0k

BayesWitnesses/m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierGo 484

dmitryikh/leaves

pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 479

siboehm/lleaves

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Lightgbm Open Source Repositories & C-Rank™ | GetMerged