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monte-carlo-method

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NishraMahveen / A-Robust-Approach-for-Effective-Spam-Detection-using-Supervised-Learning-Technique

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This project detects spam messages in SMS, including those written in regional languages typed in English. It uses an extended SMS dataset and applies the Monte Carlo method with various supervised learning algorithms to improve spam detection.

logistic-regression support-vector-machine decision-tree-classifier gradient-boosting-classifier naive-bayes-classification knn-algorithm monte-carlo-method
  • Updated May 29, 2024
  • HTML

zyxsjdy / Solve-the-Gridworld-Problem-with-Reinforcement-Learning

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Based on the book --- Reinforcement Learning: An Introduction (2nd ed, 2018) by Sutton and Barto. For the Reinforcement Learning course Assignment 2 (see Gridworld Problem.pdf) at Memorial University of Newfoundland, Jul. 18, 2024

reinforcement-learning gridworld policy-iteration value-iteration bellman-equation monte-carlo-method policy-improvement iterative-policy-evaluation bellman-optimality-equation on-policy-mc-prediction on-policy-mc-with-exploring-starts off-policy-mc-prediction off-policy-mc-control on-policy-mc-control-without-exploring-starts
  • Updated Jul 19, 2024
  • Jupyter Notebook

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