serjtroshin / HSE_deeplearning

Fork of Leppitsky DL for HSE master students

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HSE_deeplearning

Fork of Lempitsky DL for HSE master students Lecture and seminar materials for each week is in ./week* folders

Announcements

  • 20.09 - by default we meet on Friday at 18-00, room 400. if you cannot make it, please send us an e-mail (course mail) or PM me in slack ASAP - we have a second parallel available and a few other options.
  • 20.09 - HW0 deadline was shifted 1 wek into the future. Rejoice!
  • 20.09 - grading info added
  • 15.09 - Doodle on when do we meet - link
  • 15.09 - Please get the frameworks installed by the next class - issue
  • 15.09 - added project rules and examples (see "course stuff" below)
  • 15.09 - week0 assignment published (see "syllabus")

Coordinates

  • Course mail - deeplearninghse16@gmail.com - for homework assignments, project stuff, questions, suggestions, intimidations, etc.
  • Slack group - write a.manokhina@gmail.com for slack invitation [instructors appear ~once in two days]
  • Any technical issues, ideas, bugs in course materials, contribution ideas - add an issue

Syllabus

  • week0 Recap
    • Lecture: Linear models, stochastic optimization, regularization
    • Seminar: Linear classification, sgd, modifications
      • HW due: 28.09.16, 23.59.
      • Please get the frameworks installed by the next class - issue
  • Please get bleeding edge theano+lasagne installed for the next seminar.
  • Linux Guidelines
  • week1 Getting deeper
    • Lecure: Neural networks 101
    • Seminar: theano, symbolic graphs and basic neural networks
  • next: ToBeCopypasted

Stuff

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Fork of Leppitsky DL for HSE master students


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