microsoft / LightGBMLinks
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.
☆17,260Updated this week
Alternatives and similar repositories for LightGBM
Users that are interested in LightGBM are comparing it to the libraries listed below
Sorting:
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on sing…☆26,964Updated this week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,494Updated last month
- Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Juli…☆20,800Updated last year
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,422Updated this week
- Automated Machine Learning with scikit-learn☆7,850Updated 4 months ago
- AutoML library for deep learning☆9,235Updated 5 months ago
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,009Updated 4 months ago
- Deep Learning for humans☆63,040Updated this week
- Tensors and Dynamic neural networks in Python with strong GPU acceleration☆90,331Updated this week
- An open source python library for automated feature engineering☆7,449Updated last week
- A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other ma…☆8,410Updated this week
- Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.☆16,156Updated last year
- Deep universal probabilistic programming with Python and PyTorch☆8,773Updated last month
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆6,990Updated last week
- Bayesian Modeling and Probabilistic Programming in Python☆9,046Updated this week
- H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random F…☆7,170Updated this week
- Lime: Explaining the predictions of any machine learning classifier☆11,890Updated 10 months ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆9,904Updated 2 weeks ago
- Efficiently computes derivatives of NumPy code.☆7,276Updated this week
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,836Updated last year
- Topic Modelling for Humans☆16,034Updated 3 months ago
- NumPy & SciPy for GPU☆10,233Updated this week
- scikit-learn: machine learning in Python☆62,157Updated this week
- A scikit-learn compatible neural network library that wraps PyTorch☆6,032Updated last month
- A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.☆10,148Updated last year
- Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allredu…☆8,569Updated 7 months ago
- A game theoretic approach to explain the output of any machine learning model.☆23,930Updated last week
- Library for fast text representation and classification.☆26,234Updated last year
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆13,766Updated 10 months ago
- Visualizations for machine learning datasets☆7,375Updated 2 years ago