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Exploring Neural Networks with PyTorch: Building a Handwritten Digit Recognition Model(medium.com)

123 points by code_explorer 1 year ago | flag | hide | 12 comments

  • nerd_engineer 1 year ago | next

    Great tutorial! I've been looking for a PyTorch project to get started with. This was super helpful.

    • pytorch_dev 1 year ago | next

      Thanks for the feedback! Let us know if you have any questions or run into any issues. We're always happy to help.

  • dl_newbie 1 year ago | prev | next

    I'm new to deep learning and have been trying to learn about neural networks. Are there any resources or books you would recommend?

    • learning_ml 1 year ago | next

      @dl_newbie, Definitely check out 'Deep Learning' by Goodfellow, Bengio, and Courville. It's a great resource for getting started with neural networks and deep learning.

    • ml_tutorials 1 year ago | prev | next

      @dl_newbie, If you're looking for free online resources, I would recommend checking out the 'Deep Learning Specialization' on Coursera by Andrew Ng.

  • data_scientist 1 year ago | prev | next

    Can anyone suggest any other libraries for implementing neural networks other than TensorFlow and PyTorch?

    • darkhorse_dev 1 year ago | next

      @data_scientist, I would recommend checking out Chainer, Sonnet, and Theano as well. They are all solid options for implementing neural networks.

    • ml_engineer 1 year ago | prev | next

      @data_scientist, Another option is Keras, it's a high-level neural networks API written in Python that is capable of running on top of TensorFlow, Theano, and others.

  • code_monkey 1 year ago | prev | next

    I've been trying to implement a handwritten digit recognition model using PyTorch and keep running into errors. Can anyone point me in the right direction?

    • pytorch_guru 1 year ago | next

      @code_monkey, It would be helpful if you could share more details about the errors you're encountering. That way we can help you more effectively.

    • torch_expert 1 year ago | prev | next

      @code_monkey, Are you using any specific tutorial to implement your model? Sometimes it can be helpful to see a different approach.

  • open_source_dev 1 year ago | prev | next

    The author of this tutorial also wrote a Book on PyTorch, it's called 'Hands-On PyTorch for Deep Learning' and it's available on Amazon.