igormcsouza / machine-learning

Machine Learning algoritms and tests

Home Page:https://igormcsouza.github.io/machine-learning

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Machine Learning to solve Combinatorial Optimization Problems

I'm trying to adress a big problem, using nlp-algorithms to solve combinatorial optimization problems such as bin-packing and traveller salesman problem. Many are struggling to solve problems like these, I'm one of them. Instead of running the prior code, I will fill this repository out with a bunch of machine-learning algorithms, so I could grow in knowledge and save some ideas for the future.

Some links that may be interesting

Task list

  • Create Linear and Logistic Regression
  • Study Neural Networks
  • Understand some special kinds of Neural Networks
    • Convolutional NN
    • Recurrent NN
  • Learn NLPs Algorithms (LSTM, GRU)
  • Learn Attention
  • Implement Pointer-Networks

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Machine Learning algoritms and tests

https://igormcsouza.github.io/machine-learning


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