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Theano-learn

Repo to track my progress in learning Theano

Why this repo exists

I wanna learn how to use Theano to do some cool machine learning. Starting off, I have a decent understanding of python, no knowledge of numpy, and a pretty good grasp of basic machine learning and the math associated with it...so this will be a fun journey!

Goals to accomplish (in rough chronological order)

  • logistic regression
  • Basic feedforward neural network
  • Convolutional neural network
  • Recurrent neural network
  • LSTM (yikes)

Planned projects/applications:

  • Transcription factor to DNA binding prediction
  • T-cell receptor to protein binding predction
  • Drug response prediction from microarray data
  • Speech recognition
  • Theorem 2 classification project ;)

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Repo to track my progress in learning theano

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