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Machine Learning Workstation
  • Main page
  • Connection
    • Connection through VPN
  • Usage
    • Python/Conda
    • Edge Impulse
    • Common packages
    • Tmux (persistent sessions)
    • Sharing code base
    • GPU usage
  • Data transfer
    • To or from the host machine
    • To or from the Internet
  • Useful links
    • Linux
    • Python
    • Machine Learning
      • Classifiers
      • Natural Language Processing
      • Unsupervised Learning
      • Data Generation
      • Autoencoders
    • Evaluating Neural Networks
    • Recurrent Neural Network
  • Administration
    • Introduction
      • TLJH mamba/pip installations for ALL users
      • TLJH: IDLE-CULLER - Disabled TODO need a sane value
      • Allowing user to log in to your JupyterHub without server user name
    • Connect to the machine via SSH
      • Add SSH Keys
      • Port forwarding
      • X forwarding (running software with GUI)
      • Run Jupyter remotely
    • Managing users
    • System maintenance
    • Other tasks
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  • Keras
  • Others

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  1. Useful links

Python

PreviousLinuxNextMachine Learning

Last updated 3 years ago

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Keras

  • Examples

  • Data generators

  • ConvNets

Others

  • Quick pandas tutorial (with inline code to test)

  • Data science handbook

https://github.com/keras-team/keras/tree/master/examples
https://stanford.edu/~shervine/blog/keras-how-to-generate-data-on-the-fly
https://www.datacamp.com/community/tutorials/convolutional-neural-networks-python
https://www.datacamp.com/community/tutorials/pandas-tutorial-dataframe-python
https://notebooks.azure.com/jakevdp/projects/PythonDataScienceHandbook