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lightgbm-org/LightGBM
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.
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- catboost/catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
Why this match
topics data-mining, decision-trees, gbdt; license differs: MIT → Apache-2.0
- dmlc/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
Why this match
topics gbdt, gbm, gbrt; license differs: MIT → Apache-2.0
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A hyperparameter optimization framework
Why this match
topics distributed, machine-learning, parallel; language differs: C++ → Python
- apachecn/Interview
Interview = 简历指南 + 算法题 + 八股文 + 源码分析
Why this match
topics kaggle, machine-learning, python; language differs: C++ → Jupyter Notebook
- faridrashidi/kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
Why this match
topics data-mining, kaggle, machine-learning; language differs: C++ → Astro
- h2oai/h2o-3
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
Why this match
topics distributed, gbm, machine-learning; language differs: C++ → Jupyter Notebook; license differs: MIT → Apache-2.0
- meta/prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Why this match
topics python, r; language differs: C++ → Python
- jivoi/awesome-ml-for-cybersecurity
:octocat: Machine Learning for Cyber Security
Why this match
topics data-mining, machine-learning