Alternatives and similar repositories for catboost:

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

• dmlc / xgboost
  Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on sing…
  ☆26,772Updated last week
• microsoft / LightGBM
  A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …
  ☆17,086Updated this week
• rasbt / mlxtend
  A library of extension and helper modules for Python's data analysis and machine learning libraries.
  ☆4,988Updated 2 months ago
• alteryx / featuretools
  An open source python library for automated feature engineering
  ☆7,405Updated 2 weeks ago
• pyro-ppl / pyro
  Deep universal probabilistic programming with Python and PyTorch
  ☆8,708Updated 3 weeks 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…
  ☆8,545Updated 5 months ago
• scikit-learn-contrib / imbalanced-learn
  A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
  ☆6,953Updated last month
• catboost / tutorials
  CatBoost tutorials repository
  ☆1,059Updated this week
• TeamHG-Memex / eli5
  A library for debugging/inspecting machine learning classifiers and explaining their predictions
  ☆2,771Updated 2 years ago
• optuna / optuna
  A hyperparameter optimization framework
  ☆11,641Updated this week
• horovod / horovod
  Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
  ☆14,439Updated 2 months ago
• hyperopt / hyperopt
  Distributed Asynchronous Hyperparameter Optimization in Python
  ☆7,378Updated 2 months ago
• lyst / lightfm
  A Python implementation of LightFM, a hybrid recommendation algorithm.
  ☆4,892Updated 8 months ago
• NicolasHug / Surprise
  A Python scikit for building and analyzing recommender systems
  ☆6,579Updated 9 months ago
• spotify / annoy
  Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
  ☆13,634Updated 8 months ago
• EpistasisLab / tpot
  A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
  ☆9,874Updated last month
• PAIR-code / facets
  Visualizations for machine learning datasets
  ☆7,366Updated last year
• skorch-dev / skorch
  A scikit-learn compatible neural network library that wraps PyTorch
  ☆5,991Updated last week
• blue-yonder / tsfresh
  Automatic extraction of relevant features from time series:
  ☆8,682Updated last month
• blei-lab / edward
  A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
  ☆4,837Updated last year
• interpretml / interpret
  Fit interpretable models. Explain blackbox machine learning.
  ☆6,446Updated this week
• apache / mxnet
  Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Juli…
  ☆20,795Updated last year
• rapidsai / cuml
  cuML - RAPIDS Machine Learning Library
  ☆4,582Updated this week
• rapidsai / cudf
  cuDF - GPU DataFrame Library
  ☆8,837Updated this week
• facebook / prophet
  Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
  ☆19,022Updated 5 months ago
• DistrictDataLabs / yellowbrick
  Visual analysis and diagnostic tools to facilitate machine learning model selection.
  ☆4,331Updated last month
• keras-team / autokeras
  AutoML library for deep learning
  ☆9,210Updated 3 months ago
• mlflow / mlflow
  Open source platform for the machine learning lifecycle
  ☆19,972Updated this week
• scikit-optimize / scikit-optimize
  Sequential model-based optimization with a `scipy.optimize` interface
  ☆2,766Updated last year
• facebookresearch / fastText
  Library for fast text representation and classification.
  ☆26,134Updated last year