Alternatives and similar repositories for catboost

Users that are interested in catboost are comparing it to the libraries listed below

• microsoft / LightGBM
  A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …
  ☆18,064Updated this week
• dmlc / xgboost
  Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on sing…
  ☆27,966Updated this week
• alteryx / featuretools
  An open source python library for automated feature engineering
  ☆7,607Updated this week
• hyperopt / hyperopt
  Distributed Asynchronous Hyperparameter Optimization in Python
  ☆7,616Updated 2 weeks ago
• rasbt / mlxtend
  A library of extension and helper modules for Python's data analysis and machine learning libraries.
  ☆5,105Updated 2 weeks ago
• EpistasisLab / tpot
  A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
  ☆10,047Updated 4 months ago
• automl / auto-sklearn
  Automated Machine Learning with scikit-learn
  ☆8,047Updated 2 weeks ago
• marcotcr / lime
  Lime: Explaining the predictions of any machine learning classifier
  ☆12,095Updated last year
• TeamHG-Memex / eli5
  A library for debugging/inspecting machine learning classifiers and explaining their predictions
  ☆2,771Updated 2 weeks ago
• PAIR-code / facets
  Visualizations for machine learning datasets
  ☆7,373Updated 2 years ago
• h2oai / h2o-3
  H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random F…
  ☆7,497Updated last week
• scikit-learn-contrib / imbalanced-learn
  A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
  ☆7,080Updated this week
• pyro-ppl / pyro
  Deep universal probabilistic programming with Python and PyTorch
  ☆8,966Updated 6 months ago
• VowpalWabbit / vowpal_wabbit
  Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allredu…
  ☆8,648Updated last week
• shap / shap
  A game theoretic approach to explain the output of any machine learning model.
  ☆24,999Updated this week
• scikit-learn-contrib / category_encoders
  A library of sklearn compatible categorical variable encoders
  ☆2,479Updated 3 weeks ago
• keras-team / autokeras
  AutoML library for deep learning
  ☆9,290Updated 2 months ago
• catboost / tutorials
  CatBoost tutorials repository
  ☆1,094Updated last month
• DistrictDataLabs / yellowbrick
  Visual analysis and diagnostic tools to facilitate machine learning model selection.
  ☆4,395Updated 11 months ago
• horovod / horovod
  Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
  ☆14,665Updated 2 months ago
• facebook / prophet
  Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
  ☆19,982Updated last week
• pymc-devs / pymc
  Bayesian Modeling and Probabilistic Programming in Python
  ☆9,467Updated last week
• ClimbsRocks / auto_ml
  [UNMAINTAINED] Automated machine learning for analytics & production
  ☆1,657Updated 4 years ago
• lmcinnes / umap
  Uniform Manifold Approximation and Projection
  ☆8,088Updated 2 weeks ago
• microsoft / SynapseML
  Simple and Distributed Machine Learning
  ☆5,197Updated this week
• blue-yonder / tsfresh
  Automatic extraction of relevant features from time series:
  ☆9,103Updated 2 months ago
• skorch-dev / skorch
  A scikit-learn compatible neural network library that wraps PyTorch
  ☆6,149Updated last month
• scikit-optimize / scikit-optimize
  Sequential model-based optimization with a `scipy.optimize` interface
  ☆2,811Updated last year
• AxeldeRomblay / MLBox
  MLBox is a powerful Automated Machine Learning python library.
  ☆1,527Updated 2 years ago
• scikit-learn / scikit-learn
  scikit-learn: machine learning in Python
  ☆64,892Updated this week