User:Cnapun

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Personal Information

  • Case Western Reserve University Class of 2019
  • Applied Mathematics and Computer Science Major

Weekly Log

Week 0 (30 May - 2 Jun)

  • Met Dr. Povinelli 4 times: to discuss possible project topics, to get oriented with the lab, to decide on a project topic, and to establish weekly milestones
  • Obtained MU and MSCS account logins and ID card
  • Read most of "Learning Deep Architectures for AI"
  • Read section on Sequence Modeling (Ch 10) of The Deep Learning book
  • Read various other papers

Week 1 (5 Jun - 9 Jun)

  • Attended GasDay camp and learned about what GasDay does
  • Attended responsible conduct of research training
  • Continued to read papers
  • Decided to use TensorFlow and Keras for now
  • Got Anaconda, TensorFlow, and Keras installed on a couple lab computers
  • Learned how to access customer data

Week 2 (12 Jun - 16 Jun)

  • Started playing with TensorFlow, mostly using the GEFCom2014-E dataset to allow me to continue working when not at the lab
  • Got single layer encoder-decoder architecture to compile in TensorFlow

Reading

Here are some of the papers I have read, skimmed, and partially read:

Forecasting with Deep Learning

Hybrid Methods

Review Papers

LSTMs, Training, and Possible Improvements