traditional-machine-learning-algorithm

some traditional ML algorithm developed in python

Coder

author: Zesen Chen

email: seu.chenzesen@gmail.com

Description

svm.py: Support Vector Machine

logistics.py: Logistics Regression

PCA.py: Principal Component Analysis

NeuralNetwork.py: Neural Network with n layers

LinearRegression.py: Linear Regression, Ridge Regression and Lasso Regression

KMeans.py: KMeans Clustering Algorithm

DecisionTree.py: Decision Tree

BiasClassifier.py: Bias Algorithm

BPClassifier.py: BP Neural Network with 3 layers

Adaboost.ipynb: Adaboost Algorithm