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Good to have

Communication / Management

  • Asana - Ask to join the group's Asana account
  • Slack - Ask to join the group's Slack channel
  • Zoom - Use the UArizona account to set up meetings
  • You should have some type of task manager (e.g., Microsoft To-Do, Todoist, ...)

Code / Cloud Resources

  • Anaconda - This is the recommended version of Python that should be used for development. You will need to install other packages as well but this is a good start.
  • Tensorflow - Most of our code is Tensorflow- or Keras-based, and the UA HPC uses this software as well.
  • PyTorch - Alternative to Tensorflow for training and evaluating neural networks.
  • Adversarial Robustness Toolbox - Python library for adversarial machine learning.
  • Visual Studio Code - Good Python IDE
  • Jupyter Lab - Juypter Lab is a bit of an improvement over Jupyter and makes the web browser feel much more like an IDE
  • Google Colab - Great cloud resource for machine learning and deploying your code in a cloud environment.
  • RStudio
  • DataBricks

Tutorials

TBD.