/Machine_Learning

Most popular Machine Learning models Implementation

Primary LanguagePython

Machine-Learning

Machine Learning Models Implementation(Java/Python)

Word Count

  • JAVA Implementation
  • SPLITTING TEXT
  • COUNTING WORDS
  • REMOVING STOP WORDS
  • TEST AUTOLAB

Concept Learning

  • JAVA Implementation
  • FIND-S ALGORITHM
  • BIAS-FREE LEARNING and LIST-THEN-ELIMINATE ALGORITHM

Information Theory

  • Multiple choices

Decision Trees

  • Python Implementation
  • ENTROPY
  • TRAINING THE TREE
  • EVALUATION

Probability

  • Python Implementation

Neural Networks

  • Python Implementation
  • NEURAL NETWORK DEVELOPMENT

Hypothesis Testing

  • TXT

Naive Bayes

  • Python Implementation
  • A NAIVE BAYES Classifier
  • SMOOTHING

Hidden Markov Models

  • Python Implementation
  • PoS Tagging
  • Hidden Markov Models
  • Forward and Backward Algorithms
  • Viterbi Algorithm
  • Baum-Welch Algorithm