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.
☆18,890Oct 18, 2026Updated this week
Alternatives and similar repositories for LightGBM
Users that are interested in LightGBM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single…☆28,887Updated this week
- A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other ma…☆9,149Updated this week
- A game theoretic approach to explain the output of any machine learning model.☆25,820Updated this week
- Library for fast text representation and classification.☆26,523Mar 22, 2024Updated 2 years ago
- Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Juli…☆20,803Oct 25, 2023Updated 2 years ago
- 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.
- Deep Learning for humans☆64,374Updated this week
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,596Updated this week
- A library for efficient similarity search and clustering of dense vectors.☆41,163Updated this week
- scikit-learn: machine learning in Python☆67,737Updated this week
- Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.☆20,440Updated this week
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,129Jun 29, 2026Updated 3 months ago
- A Library for Field-aware Factorization Machines☆1,600Aug 16, 2024Updated 2 years ago
- High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and …☆3,092Aug 28, 2023Updated 3 years ago
- An open source python library for automated feature engineering☆7,688Sep 11, 2026Updated last month
- 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.
- Tensors and Dynamic neural networks in Python with strong GPU acceleration☆104,843Updated this week
- Microsoft Distributed Machine Learning Toolkit☆2,737Sep 12, 2018Updated 8 years ago
- Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allredu…☆8,729Sep 28, 2026Updated 2 weeks ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,679Sep 17, 2026Updated last month
- The fastai deep learning library☆28,227Sep 21, 2026Updated 3 weeks ago
- Models and examples built with TensorFlow☆77,645Updated this week
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆44,061Updated this week
- An Open Source Machine Learning Framework for Everyone☆201,085Updated this week
- Automated Machine Learning with scikit-learn☆8,145Sep 15, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- TensorFlow code and pre-trained models for BERT☆40,036Jul 23, 2024Updated 2 years ago
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆28,438Updated this week
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,055Sep 11, 2025Updated last year
- A hyperparameter optimization framework☆14,933Updated this week
- Topic Modelling for Humans☆16,502Nov 1, 2025Updated 11 months ago
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆167,814Updated this week
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model c…☆14,365Jul 3, 2024Updated 2 years ago
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆36,463Updated this week
- Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit☆17,585Mar 11, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,050Oct 11, 2026Updated last week
- Lime: Explaining the predictions of any machine learning classifier☆12,170Jul 25, 2024Updated 2 years ago
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆33,968Updated this week
- Automatic extraction of relevant features from time series:☆9,475Jul 6, 2026Updated 3 months ago
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆14,319Oct 29, 2025Updated 11 months ago
- Library for factorization machines☆1,487Mar 28, 2020Updated 6 years ago
- Parallel computing with task scheduling☆13,935Sep 29, 2026Updated 2 weeks ago