ml_classifiers's Introduction

Machine Learning Classifiers

About The Project

머신러닝 분류 알고리즘 성능 비교 및 하이퍼파라미터 튜닝 모듈

Algorithm List

AdaBoostClassifier
DecisionTreeClassifier
ExtraTreesClassifier
GaussianNB
GaussianProcessClassifier
GradientBoostingClassifier
KNeighborsClassifier
LGBMClassifier
LogisticRegression
MLPClassifier
QuadraticDiscriminantAnalysis
RandomForestClassifier
SVC
XGBClassifier

Built with

macOS Monterey 12.4 (M1)
Python >= 3.9

Library Installation

brew install cmake libomp
pip install pandas numpy seaborn matplotlib scipy scikit-learn xgboost graphviz
conda install lightgbm -y
brew install graphviz

Blog

AutoML? 야 너도 만들 수 있..을걸?

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