realpython / realpython/python-guide

Adding contents on Deep Learning

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Description

It's probably a good idea to add some content about deep learning, pointing to frameworks like tensorflow, pytorch, etc. It's such a popular use of Python that I am surprised to not see them under machine learning. I think we should even put them in a separate category, as deep learning is so prevalent now.

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing the guide's existing machine-learning content and how its categories are organized. Determine what deep-learning material and TensorFlow and PyTorch references should be added, and whether a separate category is warranted; done means the requested content and category decision are reflected in the guide.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch, tensorflow
Domain
documentation, machine-learning
Issue type
Documentation
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
32/100

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