bassamadnan / smai

Assignments done for Statistical Methods in AI S24CS7.403

Assignments done for the SMAI course CS7.403

Directory Structure

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├── Assignment 1
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│       ├── Q1.1    # Build Decision Tree from Scratch
│       ├── Q1.2    # Build KNN from scratch
|       ├── Q1.3    # Compare above with sklearn models
|       ├── Q2      # Image captioining using FAISS
│       ├── Q3      # Regression models with L1/L2
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├── Assignment 2
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│       ├── Q1     # Naive Bayes and KMeans from Scratch
│       ├── Q2     # Gaussian Mixture Models implementation for background extraction
|       ├── Q3      # Face Recognition using PCA, paper implementation