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picture1_Sklearn Cheat Sheet


picture2_Sklearn Cheat Sheet picture3_Sklearn Cheat Sheet

 84x       Filetype PDF       File size 0.25 MB       Source: intellipaat.com


File: Sklearn Cheat Sheet
PYTHON FOR DATA Working On Model SCIENCE Model Choosing T r a i n - T e s t Data CHEAT SHEET Supervised Learning Estimator: • Naive Bayes: Unsupervised Learning ...

icon picture PDF Filetype PDF | Posted on 03 Feb 2023 | 1 year ago
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...Python for data working on model science choosing t r a i n e s cheat sheet supervised learning estimator naive bayes unsupervised linear regression from sklearn bayesimport principal component analysis pca modelimport gaussiannb decomposition import new lr fit x y linearregression gnb knn train scikit learn components svc normalize true sklearnimport neighbors k means support vector machine cluster kmeans svmimport kneighborsclassifier ne clusters kernel ighbors random state transform o d u c is library the programming language simple and efficient tool mining p g importing convention tuning grid search randomized parameter optimization loading predict searchimport gridsearchcv randomizedsearchcv np params arange metric range weights using numpy test numpyas proba rsearch array dtype int param distributions cv iter loadtxt file name csv selection delimiter split pred print best score pandas as pd df read csvfile header v l f m classification clustering cross validation preparation con...
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