data-mining-homeworks

Contributors

• Parisa Davoudi

  • Telegram : https://t.me/P_davoudi
  • Email : [email protected]
  • studentId : 97422092

• Mohamad Ranjbar Z

  • Telegram : https://t.me/mohammad_ranjbar_z
  • Email : [email protected]
  • studentId : 97422117

Assignment for data mining course

• Assignment1 : Linear Regression, Multiple Linear Regression, Ridge, Lasso, Elastic net

• Assignment2 : Classification,Logistic Regression ,LDA ,QDA ,Naive Bayes

• Assignment3 : Regression Tree, Decision Tree, SVM, Random forrest, Bootstrap Aggregation(Bagging)

• Assignment4 : Kmeans, Hierarchical clustering, Linkage(complete, single, average, ward)

• Assignment5 : neural_network (MLPClassifier)

• Final project :

Installation

pip install -r requirements.txt or pip3 install -r requirements.txt

Run

For run every assignment go to that directory and enter this command : python main.py or python3 main.py