Implementations of Popular Machine Learning Algorithms

ML Assignments done during Spring,2019 at IIT Delhi under Prof. Parag Singla

1. Assignment 1: {Linear,Logistic,Locally-Weighted Linear} Regression and Gaussian Discriminant Analysis (GDA) was implemented.
2. Assignment 2: Naive Bayes and subgradient form of SVM were implemented.
3. Assignment 3: Decision Trees and Neural Networks were implemented.
4. Assignment 4: This was a competition part and a class competition was held. Deep Learning was used in this part, namely CNN architechture were used my best performing models. My best performing model and training guide is enclosed in report.

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