Machine Learning projects

(相关机器学习博客 www.jasonhhao.com )

This repository contains a few Machine Learning projects. They came from course projects and self-projects.

Still updating...

house-price-prediction

- model: Linear Regression

five_methods_examples

- model: KNN, Linear Regression, Logistic Regression, SVM, Decision Tree

employee_dimission_prediction

- model: Logistic Regression, Logistic Regression(self implementation)

Titanic_Machine_Learning_from_Disaster

- model: LR, Random Forest, XGBoost, Adaboost, GBDT, Extra Trees, Decision Tree, SVM, LightGBM, model voting

Titanic_Survival

- model: KNN, KNN(self implementation)

SMS_Spam_Collection_Dataset

- model: Naive Bayes, Naive Bayes(self implementation)

Movie_Sentiment_Analysis

- model: Naive Bayes

Ensemble_learning

- model: compare between KNN, Logistic Regression, SVM, DT, Stacking, Adaboost, GBDT, RF

image_classification

- model: Neural Net

mnist_CNN

- model: CNN

mnist_classification

- model: KNN, LR, SVM, DT, Adaboost, GBDT, RF

Text_Spam_Ham_Prediction

- model: Naive Bayes