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6.036_machine_learning's Introduction

6.036_Machine_Learning

Repo for MIT 6.036 Machine Learning

Topics Covered in this repo:

  • Week 1: Getting Started
  • Week 2: Perceptrons
  • Week 3: Features
  • Week 4: Logistic Regression
  • Week 5: Regression
  • Week 6: Neural Networks
  • Week 7: Neural Networks II
  • Week 8: Convolutional Neural Networks
  • Week 9: State Machines - Markov Decision Processes
  • Week 10: Reinforcement Learning
  • Week 11: Recurrent Neural Networks
  • Week 12: Decision Trees and Nearest Neighbors
  • Week 13: Clustering

6.036_machine_learning's People

Contributors

tangjiahui avatar

Stargazers

 avatar Karthik avatar Parama Pia Pal avatar Liu Kehan avatar Manish Kumar Mishra avatar Zaar Ali avatar Semipalatinsk avatar Gonghai avatar Yanzhe Li avatar Jaswinder Singh avatar  avatar Nikhil Laxminarayana avatar  avatar  avatar  avatar Qing Zong avatar  avatar XuRui Zhou avatar  avatar  avatar  avatar

Watchers

James Cloos avatar  avatar

6.036_machine_learning's Issues

6.036_Machine_Learning

Tangjiahui,
Thank you very much for posting this code for MIT 6.036. I am writing to point our an error in the xo_more theta and theta_0 in your post.

The perceptron actually requires 554 iterations of T to find the correct separator. Your code has a limit of 100. The theta and theta_0 you report is the last one generated, but not the correct separator. I have attached a graph of your separator (Screenshot xo_more).

Again, thank you very much for posting this code. I would be lost without it. You are a far, far better coder and Machine Learning student than me.

Screenshot xo_more
Screenshot xo_more_2
Screenshot xo_more_3

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