/SMAI

Repository for SMAI assignments and project taught by Vineet Gandhi

Primary LanguageJupyter Notebook

Statistical-Methods-in-AI (SMAI)

Repository for SMAI assignments and notes for the course taught by Vineet Gandhi

  • NOTES

  • Assignments

    1. A1:
      • Linear Regression
      • KNN classifier and regression
      • Decision Trees
    2. A2:
      • Kmeans & Kmeans++
      • Logistic Regression with one vs one & one vs all
      • Data cleaning methods
      • SVM
    3. A3:
      • CNN
      • Autoencoder
      • MLP
      • Siamese