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Machine Learning college projects. Project I: Statistical Learning application. Project II: Deep Learning application using CNNs. Final Project: Biological Sequence Analysis using Profile HMM.

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Machine Learning

(Repo for my Machine Learning college assignment)

  • Project I: Statistical Learning application using classification methods

    • Naive Bayes
    • Decision Tree
    • k-Nearest Neighbors
    • Support Vector Machines
    • Random Forest
    • Gradient Tree Boosting
  • Project II: Deep Learning application using Convolutional Neural Networks (CNNs) and Transfer Learning. (WIP)

  • Final Project: Hidden Markov Models in Biological Sequence analysis. (WIP)

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Machine Learning college projects. Project I: Statistical Learning application. Project II: Deep Learning application using CNNs. Final Project: Biological Sequence Analysis using Profile HMM.

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