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Saturday, March 2, 2019

Machine Learning & Deep Learning Extra Curricular Reading List


  • Best LSTM articles Article 1 Lecture on LSTM  Article 2 Article 3
  • LSTM overview
  • https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html
  • https://pytorch.org/docs/stable/_modules/torch/nn/modules/rnn.html
  • https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html
  • https://towardsdatascience.com/understanding-bidirectional-rnn-in-pytorch-5bd25a5dd66
  • This Is How Google Rejected Me Just To Tell Me “Yes” The Year After https://blog.pramp.com/this-is-how-google-rejected-me-just-to-tell-me-yes-the-year-after-d1c49dc53f88
  • Introduction to Recurrent Neural Network (important, high quality) https://www.cpuheater.com/deep-learning/introduction-to-recurrent-neural-networks-in-pytorch/
  • Highly recommended article on learning rate
  • Uniqtech Co Data Science Bootcamp


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