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assignments 1,2,3 code by kenneth yu for stanford CS231n 2016 spring session: Convolutional Neural Networks for Visual Recognition

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cs231n_assignments

assignments 1,2,3 code by kenneth yu for stanford CS231n 2016 winter session: Convolutional Neural Networks for Visual Recognition

  1. see the course website at http://cs231n.stanford.edu
  2. include codes of Assignment #1 (kNN/SVM/Softmax/2-Layer Net), Assignment #2 (Neural Nets) , and Assignment #3 (ConvNets) . Each assignment includes several sub-tasks,pls see the course website to get the assignments detail targets.
  3. you need to download CIFAR-10 ,tiny-imageNet,and MSCOCO datasets into the corresponding assignment#/cs231n/datasets/#### directory.
  4. thanks for the contribution and knowledge sharing of the professors of CS231n.
  5. in order to edit and debug in pycharm IDE, I give up the IPython interactive mode. you can activate it through copy each section of code into IPython notebook to run it step by step.

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assignments 1,2,3 code by kenneth yu for stanford CS231n 2016 spring session: Convolutional Neural Networks for Visual Recognition

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