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Vedant2311 / Machine-Learning-Algorithms

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Compilation of different ML algorithms implemented from scratch (and optimized extensively) for the courses COL774: Machine Learning (Spring 2020) & COL772: Natural Language Processing (Fall 2020)

sentiment-analysis random-forest linear-regression scikit-learn machine-learning-algorithms naive-bayes-classifier neural-networks hyperparameter-optimization logistic-regression cvxopt decision-trees feature-engineering support-vector-machines stochastic-gradient-descent batch-gradient-descent post-pruning gaussian-discriminant-analysis yelp-review-analysis fmnist-dataset
  • Updated Jan 27, 2021
  • Python

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