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NeuroPoly Lab Manual

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Ressources

  • πŸ‘‹ Onboarding
    • Getting Started
    • Campus Access
    • Infrastructure
    • Google Drive
    • Computer Setup
      • πŸ“§ Email
      • πŸ—£ Slack
      • πŸ“Ά Eduroam
      • πŸ’» Shell Profile
      • πŸ’‘ Other configuration tips
    • Developer Setup
    • Consultants and RA
    • Postdoctoral fellows
  • πŸ“… Calendar & Meetings
  • πŸ–₯ Computing Resources
    • πŸ–₯ Computers @NeuroPoly
      • CPU Clusters
      • GPU Clusters
    • πŸ–₯ Computers @CRIUGM
    • πŸ–₯ Compute Canada
    • πŸ–¨ Printer
    • YouTube Procedure
  • πŸ’Ύ Data
    • Dataset curation
    • data
    • duke
    • django
  • 🧲 MRI Scanning
    • UNF (3T Prisma)
    • MNI/McGill (7T Terra)
    • MHI (7T Agilent)
  • πŸ”§ RF Lab
    • NeuroPoly Coils
    • Misc
    • Phantoms
    • 3D Printing
    • OctoPrint
    • PCB Manufacturing
    • CNC machine

Academic Life

  • πŸŽ“ University Courses
  • πŸ“– Comprehensive Exam
  • πŸ’° Scholarships
  • ✈️ Conferences
  • πŸ“š Bibliography
    • Theses
    • Spinal Cord Injury
    • MRI
    • MRI Analysis
    • Deep Learning
    • Histology
    • Paperpile Folder
  • πŸ’‘ Ideas for Cool Projects
  • ✍️ Academic Writing

Miscellaneous

  • πŸ“Ž Practical Information
    • VISAs and Work Permits
    • πŸ‡¨πŸ‡¦ Living in Montreal
    • 🍱 Social Lunch
    • Purchasing Supplies
  • πŸ€“ Geek tips
    • Useful links πŸ”—
    • Bash/Shell
      • Script
    • Programming Languages
      • Python
      • MATLAB
      • C++
        • Installation of VTK and ITK on Mac OS X
        • Using XCode
    • Git & Github
    • git-annex
    • OS Guides
      • Linux
      • MacOSX
    • Contributing Guidelines
    • Various Software & Tools
      • Virtual Machines
        • VirtualBox
        • Vagrant
      • BitBucket
      • Docker
        • Docker for Deep Learning
      • Dropbox
      • Jekyll
      • Microsoft Word
      • OpenNeuro
      • Sketchup
      • XQuartz
    • Image Processing Software
      • Advanced Normalization Tools (ANTs)
      • Anima
      • Diffusion Simulator
      • FreeSurfer
      • FSL
        • FSLeyes
      • ITK-SNAP
      • NIfTI
      • OpenNeuro CLI
      • OsiriX
    • Deep Learning
      • CUDA
      • Tensorflow
      • Conditional Random Fields (CRF)
      • Restricted Boltzmann Machines (RBM)
      • Misc
  • 🧩 EDI
  • πŸ“ž Contact
  • NeuroPoly Website

Restricted Boltzmann Machines (RBM)

Page Contents

  • Documentation
  • Sci-Kit Learn Tools

Restricted Boltzmann Machines (RBM)#

Documentation #

  • A Beginner’s Tutorial for Restricted Boltzmann Machines : http://deeplearning4j.org/restrictedboltzmannmachine.html​

  • Sklearn Documentation: http://scikit-learn.org/stable/modules/neural_networks.html​

Sci-Kit Learn Tools #

  • User guide: http://scikit-learn.org/stable/modules/generated/sklearn.neural_network.BernoulliRBM.html​

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Conditional Random Fields (CRF)

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Misc

Page Contents
  • Documentation
  • Sci-Kit Learn Tools

By NeuroPoly

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