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Open-source software library developed by Yandex
CatBoost is an open-source software library developed by Yandex. It provides a gradient boosting framework which, among other features, attempts to solve
CatBoost
Russian technology company
sources CatBoost, a gradient boosting machine learning library". TechCrunch. Yegulalp, Serdar (28 July 2017). "Yandex open sources CatBoost machine learning
Yandex
General-purpose programming language
Anaconda Apache MXNet Apache Singa Astropy Beautiful Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim
Python_(programming_language)
Subset of artificial intelligence
Mahout Apache OpenNLP Apache SINGA Spark MLlib Apache SystemDS Caffe CatBoost Deeplearning4j DeepSpeed Dlib ELKI Flux.jl Gensim Google JAX H2O Infer
Machine_learning
Microsoft open source gradient boosting framework for machine learning
feature is called an exclusive feature bundle. TabPFN ML.NET Data binning CatBoost scikit-learn Comparison of machine learning software "Guolin Ke". GitHub
LightGBM
Python web framework
Anaconda Apache MXNet Apache Singa Astropy Beautiful Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim
Flask_(web_framework)
Open-source Python library for scientific computing
Anaconda Apache MXNet Apache Singa Astropy Beautiful Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim
SciPy
Image-generating machine learning model
learning scientist Anna Veronika Dorogush, best known for co-creating the CatBoost machine learning library at Yandex. The company emerged from stealth on
Recraft
Python library for numerical programming
Anaconda Apache MXNet Apache Singa Astropy Beautiful Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim
NumPy
Python library for data analysis
Anaconda Apache MXNet Apache Singa Astropy Beautiful Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim
Pandas_(software)
AI Foundation model for tabular data
scientific applications. In these benchmarks, Scaling Mode was compared with CatBoost, XGBoost, LightGBM, and TabPFN 2.5 using 50,000-row subsampling. The company
TabPFN
Python library for machine learning
Anaconda Apache MXNet Apache Singa Astropy Beautiful Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim
Scikit-learn
the end-to-end data science lifecycle. Caffe — deep learning framework. CatBoost — machine learning library for gradient boosting on decision trees. Chainer
List_of_Python_software
Gradient boosting machine learning library
meets ML) (2016) Comparison of machine learning software TabPFN LightGBM CatBoost "Release 3.0.0 stable". 15 March 2025. Retrieved 4 May 2025. "GitHub project
XGBoost
Python distribution
Anaconda Apache MXNet Apache Singa Astropy Beautiful Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim
Anaconda (Python distribution)
Anaconda_(Python_distribution)
Ensemble learning method
such as LPBoost, TotalBoost, BrownBoost, xgboost, MadaBoost, LogitBoost, CatBoost and others. Many boosting algorithms fit into the AnyBoost framework, which
Boosting_(machine_learning)
Apache SystemDS — ML system for the end-to-end data science lifecycle CatBoost — machine learning library for gradient boosting on decision trees Caffe
Lists of open-source artificial intelligence software
Lists_of_open-source_artificial_intelligence_software
macOS, Windows Java, Python, C Java, Python, DML Yes Yes Yes No No Yes CatBoost Yandex 2017 Yes Linux, macOS, Windows C++, Python C++, Python, R, Java
Comparison of machine learning software
Comparison_of_machine_learning_software
Machine learning technique
difficult due to the higher computational demand. AdaBoost Random forest Catboost LightGBM XGBoost Decision tree learning Hastie, T.; Tibshirani, R.; Friedman
Gradient_boosting
Python web framework
Anaconda Apache MXNet Apache Singa Astropy Beautiful Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim
Django_(web_framework)
for version 4 and later Biopython Python BSD Chainer Python Apache 2.0 CatBoost Python Apache 2.0 CheetahTemplate Python MIT Construct Python MIT Cubes
List of open-source code libraries
List_of_open-source_code_libraries
development in those fields. Apache Mahout Apache MXNet Apache SINGA BigDL Caffe CatBoost Chainer Data Analytics Acceleration Library Deeplearning4j Dlib Encog Flux
List_of_data_science_software
Collection of open-source Python software tools for computational biology
Anaconda Apache MXNet Apache Singa Astropy Beautiful Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim
Biopython
Hyperparameter optimization framework
integrates with various machine-learning (ML) libraries and frameworks: Catboost Dask Fast.ai Keras LightGBM MLflow PyTorch PyTorch Ignite PyTorch Lightning
Optuna
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