Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
☆463Jan 1, 2026Updated 2 months ago
Alternatives and similar repositories for lleaves
Users that are interested in lleaves are comparing it to the libraries listed below
Sorting:
- Universal model exchange and serialization format for decision tree forests☆812Updated this week
- Small scale distributed training of sequential deep learning models, built on Numpy and MPI.☆163Oct 19, 2023Updated 2 years ago
- Efficient matrix representations for working with tabular data☆132Mar 9, 2026Updated last week
- TL2cgen (TreeLite 2 C GENerator) is a model compiler for decision tree models☆46Mar 9, 2026Updated last week
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,531Jul 17, 2025Updated 8 months ago
- A minimal key-value store interface for binary data (maintained fork of simplekv).☆17Updated this week
- Random Forests for Change Point Detection☆60Dec 12, 2025Updated 3 months ago
- The most-relevant repositories for all countries and many cities worldwide.☆20Nov 2, 2017Updated 8 years ago
- Batch shap calculations.☆31Dec 5, 2022Updated 3 years ago
- Tree-Boosting, Gaussian Processes, and Mixed-Effects Models☆665Mar 9, 2026Updated last week
- Library for integrated use of H2O with Hyperopt☆13Apr 8, 2024Updated last year
- Yaae: Yet another autodiff engine (written in Numpy).☆28Jul 6, 2023Updated 2 years ago
- Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data☆521Jan 21, 2021Updated 5 years ago
- sdqlpy: A Compiled Query Engine for Python☆23Jul 1, 2025Updated 8 months ago
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆18,165Updated this week
- Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one…☆383Jan 8, 2022Updated 4 years ago
- An optimizing compiler for decision tree ensemble inference.☆18Jul 11, 2025Updated 8 months ago
- Distributional Gradient Boosting Machines☆28Dec 13, 2022Updated 3 years ago
- Images for Saturn Cloud☆12Dec 18, 2025Updated 3 months ago
- Natural Gradient Boosting for Probabilistic Prediction☆1,846Feb 25, 2026Updated 3 weeks ago
- Unofficial Rust bindings for LightGBM☆11Mar 5, 2026Updated 2 weeks ago
- A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other ma…☆8,848Updated this week
- XGBoost Model Inference in Rust☆16Jan 8, 2026Updated 2 months ago
- ThunderGBM: Fast GBDTs and Random Forests on GPUs☆711Mar 19, 2025Updated last year
- A game theoretic approach to explain the output of any machine learning model.☆25,131Mar 12, 2026Updated last week
- 在Kaggle比赛 Home Credit Default Risk中测试gplearn进行特征工程的效果☆10Jul 18, 2018Updated 7 years ago
- My utility scripts for Kaggle competitions☆118Mar 5, 2021Updated 5 years ago
- Pandas ExtensionDType/Array backed by Apache Arrow☆232Feb 22, 2023Updated 3 years ago
- 광운대학교 컴퓨터 비전 AI 경진대회 1등 솔루션입니다.☆15Oct 5, 2022Updated 3 years ago
- overrides ipython's backwards search to use fzf☆14Jan 2, 2026Updated 2 months ago
- LightGBM Rust binding☆77Oct 31, 2023Updated 2 years ago
- Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"☆68May 28, 2024Updated last year
- Limit Order Book Convolutional Neural Network trading bot☆14Jul 24, 2022Updated 3 years ago
- Gradient Boosting With Piece-Wise Linear Trees☆157Apr 15, 2024Updated last year
- Cyclic Boosting Machines - an explainable supervised machine learning algorithm☆62Sep 3, 2024Updated last year
- Backtesting tool on tick data☆11Jan 30, 2017Updated 9 years ago
- 🥉171st place in Google brain solution🥉☆10Jul 25, 2022Updated 3 years ago
- ML-Ensemble – high performance ensemble learning☆863Nov 13, 2023Updated 2 years ago
- Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, R…☆2,964Aug 3, 2024Updated last year