Universal model exchange and serialization format for decision tree forests
☆833Oct 9, 2026Updated this week
Alternatives and similar repositories for treelite
Users that are interested in treelite are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TL2cgen (TreeLite 2 C GENerator) is a model compiler for decision tree models☆55Updated this week
- Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.☆482Jan 1, 2026Updated 9 months ago
- Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one…☆382Jan 8, 2022Updated 4 years ago
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆18,848Updated this week
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,548Sep 14, 2026Updated 3 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- treelite runtime binding in Rust☆12Jun 12, 2025Updated last year
- FIL backend for the Triton Inference Server☆94Oct 2, 2026Updated last week
- ThunderGBM: Fast GBDTs and Random Forests on GPUs☆715Mar 19, 2025Updated last year
- A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other ma…☆9,134Updated this week
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single…☆28,841Updated this week
- Stochastic Gradient Boosted Decision Trees as Standalone, TMVAPlugin and Python-Interface☆247Jul 19, 2020Updated 6 years ago
- Multi-core implementation of Regularized Greedy Forest☆469Jul 14, 2018Updated 8 years ago
- SIGKDD'2019: DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks☆658Jul 25, 2024Updated 2 years ago
- Gradient Boosting With Piece-Wise Linear Trees☆159Apr 15, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Reliable Allreduce and Broadcast Interface for distributed machine learning☆512Nov 5, 2020Updated 5 years ago
- Development Repository for GPU-accelerated GBDT training☆60Apr 12, 2017Updated 9 years ago
- These are the codes used in the paper "Accelerated Gradient Boosting" by G. Biau, B. Cadre, and L. Rouvière.☆17Mar 3, 2018Updated 8 years ago
- Neo-AI-DLR is a common runtime for machine learning models compiled by AWS SageMaker Neo, TVM, or TreeLite.☆495May 18, 2023Updated 3 years ago
- A common bricks library for building scalable and portable distributed machine learning.☆878Sep 28, 2026Updated last week
- model compiler for decision tree ensembles☆11Aug 12, 2025Updated last year
- Fit interpretable models. Explain blackbox machine learning.☆6,956Updated this week
- Distributed Factorization Machines☆299Mar 23, 2016Updated 10 years ago
- A game theoretic approach to explain the output of any machine learning model.☆25,800Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- An open source python library for automated feature engineering☆7,687Sep 11, 2026Updated 3 weeks ago
- Performance of various open source GBM implementations☆225Feb 17, 2026Updated 7 months ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,850Apr 8, 2026Updated 6 months ago
- ☆112Oct 1, 2026Updated last week
- Pure Java implementation of XGBoost predictor for online prediction tasks.☆346Mar 8, 2022Updated 4 years ago
- ☆1,649Sep 11, 2018Updated 8 years ago
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,596Updated this week
- Convert scikit-learn models and pipelines to ONNX☆630Updated this week
- Scalable, fast, and lightweight system for large-scale topic modeling☆845Dec 28, 2020Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, R…☆2,999Aug 3, 2024Updated 2 years ago
- Automatic extraction of relevant features from time series:☆9,470Jul 6, 2026Updated 3 months ago
- A library of sklearn compatible categorical variable encoders☆2,508Sep 8, 2026Updated last month
- common in-memory tensor structure☆1,253Aug 11, 2026Updated last month
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,679Sep 17, 2026Updated 3 weeks ago
- NVIDIA cuML: GPU-Accelerated Machine Learning☆5,302Updated this week
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,126Jun 29, 2026Updated 3 months ago