ML Algorithm Review

A script algorithms for job interview related to ML

KNN

Linear Regression

Logistic Regression

Decision Trees

Ensemble Learning

SVM

Naïve Bayes

k-means

PCA

EM

LSA

PLSA

LDA (#TODO)

Page Rank (#TODO)

HMM (#TODO)

CRF (#TODO)

Name		Name	Last commit message	Last commit date
Latest commit History 34 Commits
AdaBoost		AdaBoost
Clustering		Clustering
Decision Tree		Decision Tree
EM		EM
HMM		HMM
KNN		KNN
LSA		LSA
Linear_Regression		Linear_Regression
LogisticRegression		LogisticRegression
NaiveBayes		NaiveBayes
PCA		PCA
PLSA		PLSA
SVM		SVM
__pycache__		__pycache__
HMMTrainSet.txt		HMMTrainSet.txt
README.md		README.md
__init__.py		__init__.py
metrics.py		metrics.py
model_selection.py		model_selection.py
preprocessing.py		preprocessing.py
testArtical.txt		testArtical.txt
utils.py		utils.py