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